Group7_Project
#Call Packages:
library(tidyverse)## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.1 ──## ✓ ggplot2 3.3.5 ✓ purrr 0.3.4
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library(DataExplorer)
library(ggplot2)
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## gghistogramgetwd()## [1] "/Users/poojithaalla/Desktop"setwd("/Users/poojithaalla/Downloads")
read.csv("led.csv")## Country Year Status
## 1 Afghanistan 2015 Developing
## 2 Afghanistan 2014 Developing
## 3 Afghanistan 2013 Developing
## 4 Afghanistan 2012 Developing
## 5 Afghanistan 2011 Developing
## 6 Afghanistan 2010 Developing
## 7 Afghanistan 2009 Developing
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## 17 Albania 2015 Developing
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## 305 Bolivia(PlurinationalStateof) 2015 Developing
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## 309 Bolivia(PlurinationalStateof) 2011 Developing
## 310 Bolivia(PlurinationalStateof) 2010 Developing
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## 320 Bolivia(PlurinationalStateof) 2000 Developing
## 321 BosniaandHerzegovina 2015 Developing
## 322 BosniaandHerzegovina 2014 Developing
## 323 BosniaandHerzegovina 2013 Developing
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## 325 BosniaandHerzegovina 2011 Developing
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## 337 Botswana 2015 Developing
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## 353 Brazil 2015 Developing
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## 369 BruneiDarussalam 2015 Developing
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## 374 BruneiDarussalam 2010 Developing
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## 385 Bulgaria 2015 Developed
## 386 Bulgaria 2014 Developed
## 387 Bulgaria 2013 Developed
## 388 Bulgaria 2012 Developed
## 389 Bulgaria 2011 Developed
## 390 Bulgaria 2010 Developed
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## 401 BurkinaFaso 2015 Developing
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## 416 BurkinaFaso 2000 Developing
## 417 Burundi 2015 Developing
## 418 Burundi 2014 Developing
## 419 Burundi 2013 Developing
## 420 Burundi 2012 Developing
## 421 Burundi 2011 Developing
## 422 Burundi 2010 Developing
## 423 Burundi 2009 Developing
## 424 Burundi 2008 Developing
## 425 Burundi 2007 Developing
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## 428 Burundi 2004 Developing
## 429 Burundi 2003 Developing
## 430 Burundi 2002 Developing
## 431 Burundi 2001 Developing
## 432 Burundi 2000 Developing
## 433 Côted'Ivoire 2015 Developing
## 434 Côted'Ivoire 2014 Developing
## 435 Côted'Ivoire 2013 Developing
## 436 Côted'Ivoire 2012 Developing
## 437 Côted'Ivoire 2011 Developing
## 438 Côted'Ivoire 2010 Developing
## 439 Côted'Ivoire 2009 Developing
## 440 Côted'Ivoire 2008 Developing
## 441 Côted'Ivoire 2007 Developing
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## 449 CaboVerde 2015 Developing
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## 465 Cambodia 2015 Developing
## 466 Cambodia 2014 Developing
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## 529 Chad 2015 Developing
## 530 Chad 2014 Developing
## 531 Chad 2013 Developing
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## 533 Chad 2011 Developing
## 534 Chad 2010 Developing
## 535 Chad 2009 Developing
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## 545 Chile 2015 Developing
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## 609 Congo 2015 Developing
## 610 Congo 2014 Developing
## 611 Congo 2013 Developing
## 612 Congo 2012 Developing
## 613 Congo 2011 Developing
## 614 Congo 2010 Developing
## 615 Congo 2009 Developing
## 616 Congo 2008 Developing
## 617 Congo 2007 Developing
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## 619 Congo 2005 Developing
## 620 Congo 2004 Developing
## 621 Congo 2003 Developing
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## 624 Congo 2000 Developing
## 625 CookIslands 2013 Developing
## 626 CostaRica 2015 Developing
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## 642 Croatia 2015 Developed
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## 744 Denmark 2009 Developed
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## 746 Denmark 2007 Developed
## 747 Denmark 2006 Developed
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## 750 Denmark 2003 Developed
## 751 Denmark 2002 Developed
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## 757 Djibouti 2012 Developing
## 758 Djibouti 2011 Developing
## 759 Djibouti 2010 Developing
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## 888 Ethiopia 2010 Developing
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## 1080 Guinea 2010 Developing
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## 1187 India 2015 Developing
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## 1219 Iran(IslamicRepublicof) 2015 Developing
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## 1299 Jamaica 2015 Developing
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## 1347 Kazakhstan 2015 Developing
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## 1379 Kiribati 2015 Developing
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## 1427 LaoPeople'sDemocraticRepublic 2015 Developing
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## 1443 Latvia 2015 Developed
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## 1491 Liberia 2015 Developing
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## 1507 Libya 2015 Developing
## 1508 Libya 2014 Developing
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## 1510 Libya 2012 Developing
## 1511 Libya 2011 Developing
## 1512 Libya 2010 Developing
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## 1518 Libya 2004 Developing
## 1519 Libya 2003 Developing
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## 1523 Lithuania 2015 Developed
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## 1565 Madagascar 2005 Developing
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## 1830 Netherlands 2015 Developed
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## 1959 Palau 2013 Developing
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## 1976 PapuaNewGuinea 2015 Developing
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## 1979 PapuaNewGuinea 2012 Developing
## 1980 PapuaNewGuinea 2011 Developing
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## 2008 Peru 2015 Developing
## 2009 Peru 2014 Developing
## 2010 Peru 2013 Developing
## 2011 Peru 2012 Developing
## 2012 Peru 2011 Developing
## 2013 Peru 2010 Developing
## 2014 Peru 2009 Developing
## 2015 Peru 2008 Developing
## 2016 Peru 2007 Developing
## 2017 Peru 2006 Developing
## 2018 Peru 2005 Developing
## 2019 Peru 2004 Developing
## 2020 Peru 2003 Developing
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## 2357 Slovenia 2004 Developed
## 2358 Slovenia 2003 Developed
## 2359 Slovenia 2002 Developed
## 2360 Slovenia 2001 Developed
## 2361 Slovenia 2000 Developed
## 2362 SolomonIslands 2015 Developing
## 2363 SolomonIslands 2014 Developing
## 2364 SolomonIslands 2013 Developing
## 2365 SolomonIslands 2012 Developing
## 2366 SolomonIslands 2011 Developing
## 2367 SolomonIslands 2010 Developing
## 2368 SolomonIslands 2009 Developing
## 2369 SolomonIslands 2008 Developing
## 2370 SolomonIslands 2007 Developing
## 2371 SolomonIslands 2006 Developing
## 2372 SolomonIslands 2005 Developing
## 2373 SolomonIslands 2004 Developing
## 2374 SolomonIslands 2003 Developing
## 2375 SolomonIslands 2002 Developing
## 2376 SolomonIslands 2001 Developing
## 2377 SolomonIslands 2000 Developing
## 2378 Somalia 2015 Developing
## 2379 Somalia 2014 Developing
## 2380 Somalia 2013 Developing
## 2381 Somalia 2012 Developing
## 2382 Somalia 2011 Developing
## 2383 Somalia 2010 Developing
## 2384 Somalia 2009 Developing
## 2385 Somalia 2008 Developing
## 2386 Somalia 2007 Developing
## 2387 Somalia 2006 Developing
## 2388 Somalia 2005 Developing
## 2389 Somalia 2004 Developing
## 2390 Somalia 2003 Developing
## 2391 Somalia 2002 Developing
## 2392 Somalia 2001 Developing
## 2393 Somalia 2000 Developing
## 2394 SouthAfrica 2015 Developing
## 2395 SouthAfrica 2014 Developing
## 2396 SouthAfrica 2013 Developing
## 2397 SouthAfrica 2012 Developing
## 2398 SouthAfrica 2011 Developing
## 2399 SouthAfrica 2010 Developing
## 2400 SouthAfrica 2009 Developing
## 2401 SouthAfrica 2008 Developing
## 2402 SouthAfrica 2007 Developing
## 2403 SouthAfrica 2006 Developing
## 2404 SouthAfrica 2005 Developing
## 2405 SouthAfrica 2004 Developing
## 2406 SouthAfrica 2003 Developing
## 2407 SouthAfrica 2002 Developing
## 2408 SouthAfrica 2001 Developing
## 2409 SouthAfrica 2000 Developing
## 2410 SouthSudan 2015 Developing
## 2411 SouthSudan 2014 Developing
## 2412 SouthSudan 2013 Developing
## 2413 SouthSudan 2012 Developing
## 2414 SouthSudan 2011 Developing
## 2415 SouthSudan 2010 Developing
## 2416 SouthSudan 2009 Developing
## 2417 SouthSudan 2008 Developing
## 2418 SouthSudan 2007 Developing
## 2419 SouthSudan 2006 Developing
## 2420 SouthSudan 2005 Developing
## 2421 SouthSudan 2004 Developing
## 2422 SouthSudan 2003 Developing
## 2423 SouthSudan 2002 Developing
## 2424 SouthSudan 2001 Developing
## 2425 SouthSudan 2000 Developing
## 2426 Spain 2015 Developed
## 2427 Spain 2014 Developed
## 2428 Spain 2013 Developed
## 2429 Spain 2012 Developed
## 2430 Spain 2011 Developed
## 2431 Spain 2010 Developed
## 2432 Spain 2009 Developed
## 2433 Spain 2008 Developed
## 2434 Spain 2007 Developed
## 2435 Spain 2006 Developed
## 2436 Spain 2005 Developed
## 2437 Spain 2004 Developed
## 2438 Spain 2003 Developed
## 2439 Spain 2002 Developed
## 2440 Spain 2001 Developed
## 2441 Spain 2000 Developed
## 2442 SriLanka 2015 Developing
## 2443 SriLanka 2014 Developing
## 2444 SriLanka 2013 Developing
## 2445 SriLanka 2012 Developing
## 2446 SriLanka 2011 Developing
## 2447 SriLanka 2010 Developing
## 2448 SriLanka 2009 Developing
## 2449 SriLanka 2008 Developing
## 2450 SriLanka 2007 Developing
## 2451 SriLanka 2006 Developing
## 2452 SriLanka 2005 Developing
## 2453 SriLanka 2004 Developing
## 2454 SriLanka 2003 Developing
## 2455 SriLanka 2002 Developing
## 2456 SriLanka 2001 Developing
## 2457 SriLanka 2000 Developing
## 2458 Sudan 2015 Developing
## 2459 Sudan 2014 Developing
## 2460 Sudan 2013 Developing
## 2461 Sudan 2012 Developing
## 2462 Sudan 2011 Developing
## 2463 Sudan 2010 Developing
## 2464 Sudan 2009 Developing
## 2465 Sudan 2008 Developing
## 2466 Sudan 2007 Developing
## 2467 Sudan 2006 Developing
## 2468 Sudan 2005 Developing
## 2469 Sudan 2004 Developing
## 2470 Sudan 2003 Developing
## 2471 Sudan 2002 Developing
## 2472 Sudan 2001 Developing
## 2473 Sudan 2000 Developing
## 2474 Suriname 2015 Developing
## 2475 Suriname 2014 Developing
## 2476 Suriname 2013 Developing
## 2477 Suriname 2012 Developing
## 2478 Suriname 2011 Developing
## 2479 Suriname 2010 Developing
## 2480 Suriname 2009 Developing
## 2481 Suriname 2008 Developing
## 2482 Suriname 2007 Developing
## 2483 Suriname 2006 Developing
## 2484 Suriname 2005 Developing
## 2485 Suriname 2004 Developing
## 2486 Suriname 2003 Developing
## 2487 Suriname 2002 Developing
## 2488 Suriname 2001 Developing
## 2489 Suriname 2000 Developing
## 2490 Swaziland 2015 Developing
## 2491 Swaziland 2014 Developing
## 2492 Swaziland 2013 Developing
## 2493 Swaziland 2012 Developing
## 2494 Swaziland 2011 Developing
## 2495 Swaziland 2010 Developing
## 2496 Swaziland 2009 Developing
## 2497 Swaziland 2008 Developing
## 2498 Swaziland 2007 Developing
## 2499 Swaziland 2006 Developing
## 2500 Swaziland 2005 Developing
## 2501 Swaziland 2004 Developing
## 2502 Swaziland 2003 Developing
## 2503 Swaziland 2002 Developing
## 2504 Swaziland 2001 Developing
## 2505 Swaziland 2000 Developing
## 2506 Sweden 2015 Developed
## 2507 Sweden 2014 Developed
## 2508 Sweden 2013 Developed
## 2509 Sweden 2012 Developed
## 2510 Sweden 2011 Developed
## 2511 Sweden 2010 Developed
## 2512 Sweden 2009 Developed
## 2513 Sweden 2008 Developed
## 2514 Sweden 2007 Developed
## 2515 Sweden 2006 Developed
## 2516 Sweden 2005 Developed
## 2517 Sweden 2004 Developed
## 2518 Sweden 2003 Developed
## 2519 Sweden 2002 Developed
## 2520 Sweden 2001 Developed
## 2521 Sweden 2000 Developed
## 2522 Switzerland 2015 Developed
## 2523 Switzerland 2014 Developed
## 2524 Switzerland 2013 Developed
## 2525 Switzerland 2012 Developed
## 2526 Switzerland 2011 Developed
## 2527 Switzerland 2010 Developed
## 2528 Switzerland 2009 Developed
## 2529 Switzerland 2008 Developed
## 2530 Switzerland 2007 Developed
## 2531 Switzerland 2006 Developed
## 2532 Switzerland 2005 Developed
## 2533 Switzerland 2004 Developed
## 2534 Switzerland 2003 Developed
## 2535 Switzerland 2002 Developed
## 2536 Switzerland 2001 Developed
## 2537 Switzerland 2000 Developed
## 2538 SyrianArabRepublic 2015 Developing
## 2539 SyrianArabRepublic 2014 Developing
## 2540 SyrianArabRepublic 2013 Developing
## 2541 SyrianArabRepublic 2012 Developing
## 2542 SyrianArabRepublic 2011 Developing
## 2543 SyrianArabRepublic 2010 Developing
## 2544 SyrianArabRepublic 2009 Developing
## 2545 SyrianArabRepublic 2008 Developing
## 2546 SyrianArabRepublic 2007 Developing
## 2547 SyrianArabRepublic 2006 Developing
## 2548 SyrianArabRepublic 2005 Developing
## 2549 SyrianArabRepublic 2004 Developing
## 2550 SyrianArabRepublic 2003 Developing
## 2551 SyrianArabRepublic 2002 Developing
## 2552 SyrianArabRepublic 2001 Developing
## 2553 SyrianArabRepublic 2000 Developing
## 2554 Tajikistan 2015 Developing
## 2555 Tajikistan 2014 Developing
## 2556 Tajikistan 2013 Developing
## 2557 Tajikistan 2012 Developing
## 2558 Tajikistan 2011 Developing
## 2559 Tajikistan 2010 Developing
## 2560 Tajikistan 2009 Developing
## 2561 Tajikistan 2008 Developing
## 2562 Tajikistan 2007 Developing
## 2563 Tajikistan 2006 Developing
## 2564 Tajikistan 2005 Developing
## 2565 Tajikistan 2004 Developing
## 2566 Tajikistan 2003 Developing
## 2567 Tajikistan 2002 Developing
## 2568 Tajikistan 2001 Developing
## 2569 Tajikistan 2000 Developing
## 2570 Thailand 2015 Developing
## 2571 Thailand 2014 Developing
## 2572 Thailand 2013 Developing
## 2573 Thailand 2012 Developing
## 2574 Thailand 2011 Developing
## 2575 Thailand 2010 Developing
## 2576 Thailand 2009 Developing
## 2577 Thailand 2008 Developing
## 2578 Thailand 2007 Developing
## 2579 Thailand 2006 Developing
## 2580 Thailand 2005 Developing
## 2581 Thailand 2004 Developing
## 2582 Thailand 2003 Developing
## 2583 Thailand 2002 Developing
## 2584 Thailand 2001 Developing
## 2585 Thailand 2000 Developing
## 2586 TheformerYugoslavrepublicofMacedonia 2015 Developing
## 2587 TheformerYugoslavrepublicofMacedonia 2014 Developing
## 2588 TheformerYugoslavrepublicofMacedonia 2013 Developing
## 2589 TheformerYugoslavrepublicofMacedonia 2012 Developing
## 2590 TheformerYugoslavrepublicofMacedonia 2011 Developing
## 2591 TheformerYugoslavrepublicofMacedonia 2010 Developing
## 2592 TheformerYugoslavrepublicofMacedonia 2009 Developing
## 2593 TheformerYugoslavrepublicofMacedonia 2008 Developing
## 2594 TheformerYugoslavrepublicofMacedonia 2007 Developing
## 2595 TheformerYugoslavrepublicofMacedonia 2006 Developing
## 2596 TheformerYugoslavrepublicofMacedonia 2005 Developing
## 2597 TheformerYugoslavrepublicofMacedonia 2004 Developing
## 2598 TheformerYugoslavrepublicofMacedonia 2003 Developing
## 2599 TheformerYugoslavrepublicofMacedonia 2002 Developing
## 2600 TheformerYugoslavrepublicofMacedonia 2001 Developing
## 2601 TheformerYugoslavrepublicofMacedonia 2000 Developing
## 2602 Timor-Leste 2015 Developing
## 2603 Timor-Leste 2014 Developing
## 2604 Timor-Leste 2013 Developing
## 2605 Timor-Leste 2012 Developing
## 2606 Timor-Leste 2011 Developing
## 2607 Timor-Leste 2010 Developing
## 2608 Timor-Leste 2009 Developing
## 2609 Timor-Leste 2008 Developing
## 2610 Timor-Leste 2007 Developing
## 2611 Timor-Leste 2006 Developing
## 2612 Timor-Leste 2005 Developing
## 2613 Timor-Leste 2004 Developing
## 2614 Timor-Leste 2003 Developing
## 2615 Timor-Leste 2002 Developing
## 2616 Timor-Leste 2001 Developing
## 2617 Timor-Leste 2000 Developing
## 2618 Togo 2015 Developing
## 2619 Togo 2014 Developing
## 2620 Togo 2013 Developing
## 2621 Togo 2012 Developing
## 2622 Togo 2011 Developing
## 2623 Togo 2010 Developing
## 2624 Togo 2009 Developing
## 2625 Togo 2008 Developing
## 2626 Togo 2007 Developing
## 2627 Togo 2006 Developing
## 2628 Togo 2005 Developing
## 2629 Togo 2004 Developing
## 2630 Togo 2003 Developing
## 2631 Togo 2002 Developing
## 2632 Togo 2001 Developing
## 2633 Togo 2000 Developing
## 2634 Tonga 2015 Developing
## 2635 Tonga 2014 Developing
## 2636 Tonga 2013 Developing
## 2637 Tonga 2012 Developing
## 2638 Tonga 2011 Developing
## 2639 Tonga 2010 Developing
## 2640 Tonga 2009 Developing
## 2641 Tonga 2008 Developing
## 2642 Tonga 2007 Developing
## 2643 Tonga 2006 Developing
## 2644 Tonga 2005 Developing
## 2645 Tonga 2004 Developing
## 2646 Tonga 2003 Developing
## 2647 Tonga 2002 Developing
## 2648 Tonga 2001 Developing
## 2649 Tonga 2000 Developing
## 2650 TrinidadandTobago 2015 Developing
## 2651 TrinidadandTobago 2014 Developing
## 2652 TrinidadandTobago 2013 Developing
## 2653 TrinidadandTobago 2012 Developing
## 2654 TrinidadandTobago 2011 Developing
## 2655 TrinidadandTobago 2010 Developing
## 2656 TrinidadandTobago 2009 Developing
## 2657 TrinidadandTobago 2008 Developing
## 2658 TrinidadandTobago 2007 Developing
## 2659 TrinidadandTobago 2006 Developing
## 2660 TrinidadandTobago 2005 Developing
## 2661 TrinidadandTobago 2004 Developing
## 2662 TrinidadandTobago 2003 Developing
## 2663 TrinidadandTobago 2002 Developing
## 2664 TrinidadandTobago 2001 Developing
## 2665 TrinidadandTobago 2000 Developing
## 2666 Tunisia 2015 Developing
## 2667 Tunisia 2014 Developing
## 2668 Tunisia 2013 Developing
## 2669 Tunisia 2012 Developing
## 2670 Tunisia 2011 Developing
## 2671 Tunisia 2010 Developing
## 2672 Tunisia 2009 Developing
## 2673 Tunisia 2008 Developing
## 2674 Tunisia 2007 Developing
## 2675 Tunisia 2006 Developing
## 2676 Tunisia 2005 Developing
## 2677 Tunisia 2004 Developing
## 2678 Tunisia 2003 Developing
## 2679 Tunisia 2002 Developing
## 2680 Tunisia 2001 Developing
## 2681 Tunisia 2000 Developing
## 2682 Turkey 2015 Developing
## 2683 Turkey 2014 Developing
## 2684 Turkey 2013 Developing
## 2685 Turkey 2012 Developing
## 2686 Turkey 2011 Developing
## 2687 Turkey 2010 Developing
## 2688 Turkey 2009 Developing
## 2689 Turkey 2008 Developing
## 2690 Turkey 2007 Developing
## 2691 Turkey 2006 Developing
## 2692 Turkey 2005 Developing
## 2693 Turkey 2004 Developing
## 2694 Turkey 2003 Developing
## 2695 Turkey 2002 Developing
## 2696 Turkey 2001 Developing
## 2697 Turkey 2000 Developing
## 2698 Turkmenistan 2015 Developing
## 2699 Turkmenistan 2014 Developing
## 2700 Turkmenistan 2013 Developing
## 2701 Turkmenistan 2012 Developing
## 2702 Turkmenistan 2011 Developing
## 2703 Turkmenistan 2010 Developing
## 2704 Turkmenistan 2009 Developing
## 2705 Turkmenistan 2008 Developing
## 2706 Turkmenistan 2007 Developing
## 2707 Turkmenistan 2006 Developing
## 2708 Turkmenistan 2005 Developing
## 2709 Turkmenistan 2004 Developing
## 2710 Turkmenistan 2003 Developing
## 2711 Turkmenistan 2002 Developing
## 2712 Turkmenistan 2001 Developing
## 2713 Turkmenistan 2000 Developing
## 2714 Tuvalu 2013 Developing
## 2715 Uganda 2015 Developing
## 2716 Uganda 2014 Developing
## 2717 Uganda 2013 Developing
## 2718 Uganda 2012 Developing
## 2719 Uganda 2011 Developing
## 2720 Uganda 2010 Developing
## 2721 Uganda 2009 Developing
## 2722 Uganda 2008 Developing
## 2723 Uganda 2007 Developing
## 2724 Uganda 2006 Developing
## 2725 Uganda 2005 Developing
## 2726 Uganda 2004 Developing
## 2727 Uganda 2003 Developing
## 2728 Uganda 2002 Developing
## 2729 Uganda 2001 Developing
## 2730 Uganda 2000 Developing
## 2731 Ukraine 2015 Developing
## 2732 Ukraine 2014 Developing
## 2733 Ukraine 2013 Developing
## 2734 Ukraine 2012 Developing
## 2735 Ukraine 2011 Developing
## 2736 Ukraine 2010 Developing
## 2737 Ukraine 2009 Developing
## 2738 Ukraine 2008 Developing
## 2739 Ukraine 2007 Developing
## 2740 Ukraine 2006 Developing
## 2741 Ukraine 2005 Developing
## 2742 Ukraine 2004 Developing
## 2743 Ukraine 2003 Developing
## 2744 Ukraine 2002 Developing
## 2745 Ukraine 2001 Developing
## 2746 Ukraine 2000 Developing
## 2747 UnitedArabEmirates 2015 Developing
## 2748 UnitedArabEmirates 2014 Developing
## 2749 UnitedArabEmirates 2013 Developing
## 2750 UnitedArabEmirates 2012 Developing
## 2751 UnitedArabEmirates 2011 Developing
## 2752 UnitedArabEmirates 2010 Developing
## 2753 UnitedArabEmirates 2009 Developing
## 2754 UnitedArabEmirates 2008 Developing
## 2755 UnitedArabEmirates 2007 Developing
## 2756 UnitedArabEmirates 2006 Developing
## 2757 UnitedArabEmirates 2005 Developing
## 2758 UnitedArabEmirates 2004 Developing
## 2759 UnitedArabEmirates 2003 Developing
## 2760 UnitedArabEmirates 2002 Developing
## 2761 UnitedArabEmirates 2001 Developing
## 2762 UnitedArabEmirates 2000 Developing
## 2763 UnitedKingdomofGreatBritainandNorthernIreland 2015 Developed
## 2764 UnitedKingdomofGreatBritainandNorthernIreland 2014 Developed
## 2765 UnitedKingdomofGreatBritainandNorthernIreland 2013 Developed
## 2766 UnitedKingdomofGreatBritainandNorthernIreland 2012 Developed
## 2767 UnitedKingdomofGreatBritainandNorthernIreland 2011 Developed
## 2768 UnitedKingdomofGreatBritainandNorthernIreland 2010 Developed
## 2769 UnitedKingdomofGreatBritainandNorthernIreland 2009 Developed
## 2770 UnitedKingdomofGreatBritainandNorthernIreland 2008 Developed
## 2771 UnitedKingdomofGreatBritainandNorthernIreland 2007 Developed
## 2772 UnitedKingdomofGreatBritainandNorthernIreland 2006 Developed
## 2773 UnitedKingdomofGreatBritainandNorthernIreland 2005 Developed
## 2774 UnitedKingdomofGreatBritainandNorthernIreland 2004 Developed
## 2775 UnitedKingdomofGreatBritainandNorthernIreland 2003 Developed
## 2776 UnitedKingdomofGreatBritainandNorthernIreland 2002 Developed
## 2777 UnitedKingdomofGreatBritainandNorthernIreland 2001 Developed
## 2778 UnitedKingdomofGreatBritainandNorthernIreland 2000 Developed
## 2779 UnitedRepublicofTanzania 2015 Developing
## 2780 UnitedRepublicofTanzania 2014 Developing
## 2781 UnitedRepublicofTanzania 2013 Developing
## 2782 UnitedRepublicofTanzania 2012 Developing
## 2783 UnitedRepublicofTanzania 2011 Developing
## 2784 UnitedRepublicofTanzania 2010 Developing
## 2785 UnitedRepublicofTanzania 2009 Developing
## 2786 UnitedRepublicofTanzania 2008 Developing
## 2787 UnitedRepublicofTanzania 2007 Developing
## 2788 UnitedRepublicofTanzania 2006 Developing
## 2789 UnitedRepublicofTanzania 2005 Developing
## 2790 UnitedRepublicofTanzania 2004 Developing
## 2791 UnitedRepublicofTanzania 2003 Developing
## 2792 UnitedRepublicofTanzania 2002 Developing
## 2793 UnitedRepublicofTanzania 2001 Developing
## 2794 UnitedRepublicofTanzania 2000 Developing
## 2795 UnitedStatesofAmerica 2015 Developed
## 2796 UnitedStatesofAmerica 2014 Developed
## 2797 UnitedStatesofAmerica 2013 Developed
## 2798 UnitedStatesofAmerica 2012 Developed
## 2799 UnitedStatesofAmerica 2011 Developed
## 2800 UnitedStatesofAmerica 2010 Developed
## 2801 UnitedStatesofAmerica 2009 Developed
## 2802 UnitedStatesofAmerica 2008 Developed
## 2803 UnitedStatesofAmerica 2007 Developed
## 2804 UnitedStatesofAmerica 2006 Developed
## 2805 UnitedStatesofAmerica 2005 Developed
## 2806 UnitedStatesofAmerica 2004 Developed
## 2807 UnitedStatesofAmerica 2003 Developed
## 2808 UnitedStatesofAmerica 2002 Developed
## 2809 UnitedStatesofAmerica 2001 Developed
## 2810 UnitedStatesofAmerica 2000 Developed
## 2811 Uruguay 2015 Developing
## 2812 Uruguay 2014 Developing
## 2813 Uruguay 2013 Developing
## 2814 Uruguay 2012 Developing
## 2815 Uruguay 2011 Developing
## 2816 Uruguay 2010 Developing
## 2817 Uruguay 2009 Developing
## 2818 Uruguay 2008 Developing
## 2819 Uruguay 2007 Developing
## 2820 Uruguay 2006 Developing
## 2821 Uruguay 2005 Developing
## 2822 Uruguay 2004 Developing
## 2823 Uruguay 2003 Developing
## 2824 Uruguay 2002 Developing
## 2825 Uruguay 2001 Developing
## 2826 Uruguay 2000 Developing
## 2827 Uzbekistan 2015 Developing
## 2828 Uzbekistan 2014 Developing
## 2829 Uzbekistan 2013 Developing
## 2830 Uzbekistan 2012 Developing
## 2831 Uzbekistan 2011 Developing
## 2832 Uzbekistan 2010 Developing
## 2833 Uzbekistan 2009 Developing
## 2834 Uzbekistan 2008 Developing
## 2835 Uzbekistan 2007 Developing
## 2836 Uzbekistan 2006 Developing
## 2837 Uzbekistan 2005 Developing
## 2838 Uzbekistan 2004 Developing
## 2839 Uzbekistan 2003 Developing
## 2840 Uzbekistan 2002 Developing
## 2841 Uzbekistan 2001 Developing
## 2842 Uzbekistan 2000 Developing
## 2843 Vanuatu 2015 Developing
## 2844 Vanuatu 2014 Developing
## 2845 Vanuatu 2013 Developing
## 2846 Vanuatu 2012 Developing
## 2847 Vanuatu 2011 Developing
## 2848 Vanuatu 2010 Developing
## 2849 Vanuatu 2009 Developing
## 2850 Vanuatu 2008 Developing
## 2851 Vanuatu 2007 Developing
## 2852 Vanuatu 2006 Developing
## 2853 Vanuatu 2005 Developing
## 2854 Vanuatu 2004 Developing
## 2855 Vanuatu 2003 Developing
## 2856 Vanuatu 2002 Developing
## 2857 Vanuatu 2001 Developing
## 2858 Vanuatu 2000 Developing
## 2859 Venezuela(BolivarianRepublicof) 2015 Developing
## 2860 Venezuela(BolivarianRepublicof) 2014 Developing
## 2861 Venezuela(BolivarianRepublicof) 2013 Developing
## 2862 Venezuela(BolivarianRepublicof) 2012 Developing
## 2863 Venezuela(BolivarianRepublicof) 2011 Developing
## 2864 Venezuela(BolivarianRepublicof) 2010 Developing
## 2865 Venezuela(BolivarianRepublicof) 2009 Developing
## 2866 Venezuela(BolivarianRepublicof) 2008 Developing
## 2867 Venezuela(BolivarianRepublicof) 2007 Developing
## 2868 Venezuela(BolivarianRepublicof) 2006 Developing
## 2869 Venezuela(BolivarianRepublicof) 2005 Developing
## 2870 Venezuela(BolivarianRepublicof) 2004 Developing
## 2871 Venezuela(BolivarianRepublicof) 2003 Developing
## 2872 Venezuela(BolivarianRepublicof) 2002 Developing
## 2873 Venezuela(BolivarianRepublicof) 2001 Developing
## 2874 Venezuela(BolivarianRepublicof) 2000 Developing
## 2875 VietNam 2015 Developing
## 2876 VietNam 2014 Developing
## 2877 VietNam 2013 Developing
## 2878 VietNam 2012 Developing
## 2879 VietNam 2011 Developing
## 2880 VietNam 2010 Developing
## 2881 VietNam 2009 Developing
## 2882 VietNam 2008 Developing
## 2883 VietNam 2007 Developing
## 2884 VietNam 2006 Developing
## 2885 VietNam 2005 Developing
## 2886 VietNam 2004 Developing
## 2887 VietNam 2003 Developing
## 2888 VietNam 2002 Developing
## 2889 VietNam 2001 Developing
## 2890 VietNam 2000 Developing
## 2891 Yemen 2015 Developing
## 2892 Yemen 2014 Developing
## 2893 Yemen 2013 Developing
## 2894 Yemen 2012 Developing
## 2895 Yemen 2011 Developing
## 2896 Yemen 2010 Developing
## 2897 Yemen 2009 Developing
## 2898 Yemen 2008 Developing
## 2899 Yemen 2007 Developing
## 2900 Yemen 2006 Developing
## 2901 Yemen 2005 Developing
## 2902 Yemen 2004 Developing
## 2903 Yemen 2003 Developing
## 2904 Yemen 2002 Developing
## 2905 Yemen 2001 Developing
## 2906 Yemen 2000 Developing
## 2907 Zambia 2015 Developing
## 2908 Zambia 2014 Developing
## 2909 Zambia 2013 Developing
## 2910 Zambia 2012 Developing
## 2911 Zambia 2011 Developing
## 2912 Zambia 2010 Developing
## 2913 Zambia 2009 Developing
## 2914 Zambia 2008 Developing
## 2915 Zambia 2007 Developing
## 2916 Zambia 2006 Developing
## 2917 Zambia 2005 Developing
## 2918 Zambia 2004 Developing
## 2919 Zambia 2003 Developing
## 2920 Zambia 2002 Developing
## 2921 Zambia 2001 Developing
## 2922 Zambia 2000 Developing
## 2923 Zimbabwe 2015 Developing
## 2924 Zimbabwe 2014 Developing
## 2925 Zimbabwe 2013 Developing
## 2926 Zimbabwe 2012 Developing
## 2927 Zimbabwe 2011 Developing
## 2928 Zimbabwe 2010 Developing
## 2929 Zimbabwe 2009 Developing
## 2930 Zimbabwe 2008 Developing
## 2931 Zimbabwe 2007 Developing
## 2932 Zimbabwe 2006 Developing
## 2933 Zimbabwe 2005 Developing
## 2934 Zimbabwe 2004 Developing
## 2935 Zimbabwe 2003 Developing
## 2936 Zimbabwe 2002 Developing
## 2937 Zimbabwe 2001 Developing
## 2938 Zimbabwe 2000 Developing
## Lifeexpectancy AdultMortality infantdeaths Alcohol percentageexpenditure
## 1 65.0 263 62 0.01 7.127962e+01
## 2 59.9 271 64 0.01 7.352358e+01
## 3 59.9 268 66 0.01 7.321924e+01
## 4 59.5 272 69 0.01 7.818422e+01
## 5 59.2 275 71 0.01 7.097109e+00
## 6 58.8 279 74 0.01 7.967937e+01
## 7 58.6 281 77 0.01 5.676222e+01
## 8 58.1 287 80 0.03 2.587393e+01
## 9 57.5 295 82 0.02 1.091016e+01
## 10 57.3 295 84 0.03 1.717152e+01
## 11 57.3 291 85 0.02 1.388648e+00
## 12 57.0 293 87 0.02 1.529607e+01
## 13 56.7 295 87 0.01 1.108905e+01
## 14 56.2 3 88 0.01 1.688735e+01
## 15 55.3 316 88 0.01 1.057473e+01
## 16 54.8 321 88 0.01 1.042496e+01
## 17 77.8 74 0 4.60 3.649752e+02
## 18 77.5 8 0 4.51 4.287491e+02
## 19 77.2 84 0 4.76 4.308770e+02
## 20 76.9 86 0 5.14 4.124434e+02
## 21 76.6 88 0 5.37 4.370621e+02
## 22 76.2 91 1 5.28 4.182276e+01
## 23 76.1 91 1 5.79 3.480560e+02
## 24 75.3 1 1 5.61 3.662207e+01
## 25 75.9 9 1 5.58 3.224655e+01
## 26 74.2 99 1 5.31 3.302154e+00
## 27 73.5 15 1 5.16 2.699312e+01
## 28 73.0 17 1 4.54 2.218428e+02
## 29 72.8 18 1 4.29 1.471929e+01
## 30 73.3 15 1 3.73 1.045169e+02
## 31 73.6 14 1 4.25 9.620557e+01
## 32 72.6 11 1 3.66 9.171154e+01
## 33 75.6 19 21 NA 0.000000e+00
## 34 75.4 11 21 0.01 5.423732e+01
## 35 75.3 112 21 0.53 5.444507e+02
## 36 75.1 113 21 0.66 5.559261e+02
## 37 74.9 116 21 0.56 5.090020e+02
## 38 74.7 119 21 0.45 4.307176e+02
## 39 74.4 123 20 0.50 3.520636e+02
## 40 74.1 126 20 0.46 4.308717e+01
## 41 73.8 129 20 0.44 3.203239e+02
## 42 73.4 132 20 0.36 2.702402e+02
## 43 72.9 136 19 0.50 2.548923e+00
## 44 72.3 14 19 0.45 2.203937e+02
## 45 71.7 146 20 0.34 2.501852e+01
## 46 71.6 145 20 0.36 1.485120e+02
## 47 71.4 145 20 0.23 1.479861e+02
## 48 71.3 145 21 0.25 1.544559e+02
## 49 52.4 335 66 NA 0.000000e+00
## 50 51.7 348 67 8.33 2.396561e+01
## 51 51.1 355 69 8.10 3.595857e+01
## 52 56.0 358 72 8.24 2.561225e+02
## 53 51.0 361 75 8.06 2.398914e+02
## 54 49.6 365 78 7.80 1.916537e+02
## 55 49.1 369 81 7.01 2.129229e+02
## 56 48.7 371 84 7.07 2.499102e+02
## 57 48.2 375 87 6.35 1.848213e+02
## 58 47.7 381 90 5.84 2.508689e+01
## 59 47.4 382 92 5.04 9.819145e+01
## 60 47.1 386 94 3.53 8.866777e+00
## 61 46.8 388 95 3.49 3.593349e+01
## 62 46.5 391 96 2.82 2.403794e+01
## 63 45.7 44 97 2.58 3.035994e+01
## 64 45.3 48 97 1.85 1.588149e+01
## 65 76.4 13 0 NA 0.000000e+00
## 66 76.2 131 0 8.56 2.423000e+03
## 67 76.1 133 0 8.58 1.991430e+03
## 68 75.9 134 0 8.18 2.156230e+03
## 69 75.7 136 0 7.84 1.810875e+03
## 70 75.6 138 0 7.84 1.983957e+03
## 71 75.4 14 0 7.82 1.493587e+02
## 72 75.2 142 0 8.27 1.807763e+02
## 73 75.0 144 0 8.64 2.579665e+02
## 74 74.8 145 0 8.93 2.163147e+02
## 75 74.6 147 0 8.15 1.455608e+03
## 76 74.4 149 0 7.28 2.286295e+01
## 77 74.2 151 0 7.16 1.158065e+03
## 78 74.0 153 0 7.21 9.274076e+02
## 79 73.8 154 0 7.51 1.637677e+02
## 80 73.6 156 0 7.27 1.127743e+03
## 81 76.3 116 8 NA 0.000000e+00
## 82 76.2 118 8 7.93 8.473717e+02
## 83 76.0 119 8 8.28 1.001796e+03
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## 1725 65.9 26 2 3.79 1.266981e+02
## 1726 65.0 271 2 2.91 1.221206e+02
## 1727 64.5 274 2 2.75 9.868368e+01
## 1728 64.0 284 2 1.75 7.324150e+01
## 1729 64.0 271 2 1.31 5.605686e+01
## 1730 63.8 263 2 2.43 5.560878e+01
## 1731 63.2 266 2 2.87 6.184922e+01
## 1732 62.8 274 2 2.79 5.643139e+01
## 1733 76.1 16 0 NA 0.000000e+00
## 1734 75.9 17 0 0.01 7.260292e+02
## 1735 75.8 19 0 0.01 7.071447e+02
## 1736 75.6 11 0 0.01 6.481332e+02
## 1737 75.4 113 0 6.56 6.667374e+02
## 1738 75.3 115 0 6.56 6.354849e+02
## 1739 75.0 117 0 6.45 4.896819e+02
## 1740 74.6 121 0 6.17 7.091311e+02
## 1741 74.2 125 0 4.98 6.785189e+02
## 1742 73.8 13 0 5.38 5.957307e+02
## 1743 73.6 133 0 NA 5.273077e+02
## 1744 73.5 134 0 0.01 5.712190e+01
## 1745 73.5 134 0 0.01 4.950783e+02
## 1746 73.4 136 0 0.01 3.648024e+01
## 1747 73.3 136 0 0.01 3.366981e+01
## 1748 73.0 144 0 0.01 2.745473e+02
## 1749 74.3 95 17 NA 0.000000e+00
## 1750 74.1 96 18 0.43 1.987343e+02
## 1751 73.9 97 18 0.45 1.798599e+02
## 1752 73.6 99 19 0.55 1.915854e+01
## 1753 73.3 14 19 0.54 2.209455e+01
## 1754 72.8 11 20 0.56 1.836592e+02
## 1755 72.3 116 20 0.62 1.882903e+02
## 1756 71.8 123 21 0.51 1.713659e+02
## 1757 71.4 128 21 0.56 1.576431e+02
## 1758 71.0 133 22 0.58 1.277632e+02
## 1759 77.0 137 22 0.47 9.469371e+00
## 1760 72.0 142 23 0.56 1.003638e+02
## 1761 69.9 146 24 0.58 8.816506e+01
## 1762 69.5 15 25 0.46 6.672934e+01
## 1763 69.0 155 26 0.46 7.111645e+01
## 1764 68.6 16 27 0.45 6.342140e+01
## 1765 57.6 355 60 NA 0.000000e+00
## 1766 56.7 375 61 0.01 5.491159e+01
## 1767 55.3 46 62 1.16 5.813338e+00
## 1768 54.8 48 64 1.19 4.990987e+01
## 1769 54.3 47 66 0.94 4.080618e+01
## 1770 54.0 47 69 0.96 5.743394e+00
## 1771 53.8 4 70 1.18 3.975217e+01
## 1772 53.2 45 72 1.48 7.969158e-01
## 1773 52.1 425 74 1.03 5.395028e+01
## 1774 51.2 434 78 1.20 5.859644e+01
## 1775 58.0 434 80 1.23 6.733379e+01
## 1776 54.0 429 82 1.54 4.658196e+01
## 1777 51.0 424 85 1.68 4.252690e+01
## 1778 49.8 416 87 2.16 4.082597e+01
## 1779 49.5 48 90 2.09 3.782512e+01
## 1780 49.0 43 93 1.14 4.717251e+01
## 1781 66.6 199 39 NA 0.000000e+00
## 1782 66.4 21 40 0.01 4.533789e+01
## 1783 66.2 22 42 0.70 3.833793e+01
## 1784 65.9 25 44 0.55 3.842791e+01
## 1785 65.6 27 47 0.33 2.123699e+01
## 1786 65.4 29 49 0.30 1.748294e+01
## 1787 65.2 211 52 0.28 1.105248e+01
## 1788 59.2 296 59 0.30 9.530480e+00
## 1789 64.5 217 58 0.26 5.305728e-01
## 1790 64.2 22 61 0.28 4.632776e+00
## 1791 63.9 224 64 0.28 2.793843e+00
## 1792 63.5 228 66 0.44 4.154516e+00
## 1793 63.2 231 69 0.40 3.824212e+00
## 1794 62.8 235 71 0.41 3.421881e+00
## 1795 62.5 239 72 0.38 1.917164e+00
## 1796 62.1 243 73 0.35 2.511437e+00
## 1797 65.8 248 2 NA 0.000000e+00
## 1798 65.9 242 2 0.01 7.513983e+02
## 1799 66.1 232 3 0.01 7.606551e+02
## 1800 65.8 232 3 0.01 7.968734e+02
## 1801 64.3 268 3 7.84 7.896235e+00
## 1802 63.0 299 3 7.58 7.195535e+02
## 1803 62.4 36 3 7.99 5.756748e+02
## 1804 61.7 317 3 6.28 5.955034e+01
## 1805 60.0 356 3 5.12 6.211039e+01
## 1806 57.0 431 3 4.94 4.591572e+02
## 1807 55.1 477 3 4.89 4.577201e+02
## 1808 54.7 483 3 4.80 3.682848e+02
## 1809 55.0 471 3 5.28 2.946572e+02
## 1810 55.7 452 3 5.09 2.037323e+02
## 1811 56.5 426 3 5.09 2.058079e+02
## 1812 57.4 41 3 5.73 3.580979e+01
## 1813 NA NA 0 0.01 1.560660e+01
## 1814 69.2 165 17 NA 0.000000e+00
## 1815 69.6 158 18 0.01 8.523486e+00
## 1816 69.3 162 19 0.27 8.015505e+01
## 1817 68.9 167 20 0.26 8.058788e+01
## 1818 68.4 172 22 0.27 1.121229e+02
## 1819 68.0 178 23 0.24 8.462303e+01
## 1820 67.5 183 25 0.22 6.193570e+00
## 1821 67.0 189 27 0.21 7.027113e+01
## 1822 66.6 194 29 0.20 5.222907e+01
## 1823 66.0 21 31 0.20 4.587990e+01
## 1824 65.4 28 33 0.20 4.259753e+00
## 1825 64.7 218 35 0.21 3.193187e+01
## 1826 64.3 22 38 0.20 2.790965e+00
## 1827 63.1 238 40 0.19 2.318395e+01
## 1828 63.2 23 43 0.09 2.192814e+01
## 1829 62.5 238 46 0.08 1.791234e+01
## 1830 81.9 57 1 NA 0.000000e+00
## 1831 81.7 58 1 0.01 1.491704e+03
## 1832 81.4 6 1 8.68 1.475030e+03
## 1833 81.1 62 1 9.05 1.162657e+03
## 1834 81.1 63 1 8.96 1.047370e+03
## 1835 88.0 64 1 9.33 1.035621e+03
## 1836 86.0 65 1 9.23 9.685859e+01
## 1837 83.0 68 1 9.62 1.087341e+04
## 1838 82.0 68 1 9.53 9.689733e+03
## 1839 79.8 71 1 9.79 8.344010e+03
## 1840 79.4 72 1 9.69 6.577508e+03
## 1841 79.2 77 1 9.56 5.170131e+03
## 1842 78.7 8 1 9.56 4.472611e+03
## 1843 78.4 81 1 9.68 3.455197e+03
## 1844 78.3 82 1 9.95 3.054516e+03
## 1845 78.1 84 1 10.06 2.944640e+03
## 1846 81.6 66 0 8.70 0.000000e+00
## 1847 81.5 67 0 9.07 1.040278e+03
## 1848 81.3 69 0 9.18 1.001908e+04
## 1849 81.1 7 0 9.20 9.245654e+02
## 1850 86.0 72 0 9.47 8.342406e+03
## 1851 89.0 71 0 9.62 6.664149e+03
## 1852 85.0 73 0 9.24 6.357705e+01
## 1853 81.0 75 0 9.49 6.761289e+03
## 1854 81.0 76 0 9.19 6.063107e+02
## 1855 79.9 76 0 9.34 4.962228e+02
## 1856 79.9 78 0 9.31 4.910559e+02
## 1857 79.2 79 0 9.15 4.423775e+02
## 1858 79.1 82 0 8.91 3.661793e+03
## 1859 78.7 83 0 9.13 2.892257e+03
## 1860 78.5 83 0 8.75 2.205986e+03
## 1861 78.6 87 0 8.91 2.143021e+03
## 1862 74.8 145 2 NA 0.000000e+00
## 1863 74.5 148 2 3.55 4.731238e+02
## 1864 73.9 157 2 3.58 3.664842e+02
## 1865 73.9 157 2 3.63 3.348174e+02
## 1866 74.5 147 3 3.39 3.216133e+02
## 1867 73.2 154 3 3.38 3.027045e+02
## 1868 73.2 163 3 3.36 2.927531e+02
## 1869 72.5 169 3 3.64 2.750644e+02
## 1870 72.5 173 3 3.83 2.530008e+02
## 1871 73.0 17 3 3.69 2.141124e+01
## 1872 71.2 194 3 3.70 2.185716e+02
## 1873 71.0 194 4 3.81 3.681621e+01
## 1874 76.0 198 4 3.77 2.542437e+00
## 1875 75.0 197 4 3.50 2.092344e+00
## 1876 73.0 193 4 3.51 2.235595e+01
## 1877 73.0 192 4 3.61 1.525519e+01
## 1878 61.8 22 49 NA 0.000000e+00
## 1879 61.4 223 49 0.01 3.304040e+00
## 1880 69.0 227 49 0.01 3.150243e+01
## 1881 63.0 232 49 0.01 2.975518e+01
## 1882 59.4 241 50 0.15 3.222493e+01
## 1883 58.2 252 50 0.12 5.883761e+00
## 1884 57.1 263 51 0.11 5.665405e+00
## 1885 56.0 272 52 0.12 4.037836e+01
## 1886 55.2 276 53 0.10 3.580930e+01
## 1887 54.5 277 54 0.11 4.342193e+01
## 1888 53.7 278 55 0.11 3.751715e+00
## 1889 52.9 279 56 0.11 2.086118e+01
## 1890 52.1 28 56 0.10 2.026877e+01
## 1891 51.4 282 57 0.10 1.758723e+01
## 1892 56.0 283 57 0.11 1.817830e+00
## 1893 50.0 284 58 0.10 1.335784e+01
## 1894 54.5 344 483 NA 0.000000e+00
## 1895 53.6 362 490 0.01 2.632111e+02
## 1896 53.2 367 498 8.30 1.942033e+02
## 1897 52.7 374 505 8.54 2.047186e+02
## 1898 52.3 375 513 8.75 1.875733e+02
## 1899 52.0 374 521 8.90 1.331231e+02
## 1900 51.6 376 527 9.05 1.456765e+01
## 1901 59.0 386 536 9.30 1.055911e+02
## 1902 55.0 388 542 9.55 1.044746e+02
## 1903 49.8 396 549 9.66 1.035779e+01
## 1904 49.2 4 556 9.71 6.416253e+00
## 1905 48.5 47 563 9.76 5.722556e+01
## 1906 48.1 41 567 9.75 3.019551e+01
## 1907 47.7 49 571 9.61 1.713775e+01
## 1908 47.4 48 574 9.58 1.583099e+01
## 1909 47.1 45 576 9.23 2.248178e+01
## 1910 NA NA 0 0.01 0.000000e+00
## 1911 81.8 59 0 5.97 0.000000e+00
## 1912 81.6 61 0 6.06 1.776383e+02
## 1913 81.5 62 0 6.21 2.347829e+02
## 1914 81.3 61 0 6.21 2.094191e+03
## 1915 81.1 67 0 6.53 2.773551e+02
## 1916 81.0 66 0 6.59 1.526806e+04
## 1917 89.0 67 0 6.68 1.423749e+02
## 1918 86.0 67 0 6.75 1.707131e+03
## 1919 85.0 67 0 6.60 1.482941e+04
## 1920 84.0 7 0 6.47 1.282925e+04
## 1921 81.0 73 0 6.37 1.179253e+04
## 1922 79.8 77 0 6.22 1.009825e+03
## 1923 79.4 78 0 6.04 8.807381e+02
## 1924 78.9 81 0 5.89 7.496823e+02
## 1925 78.8 82 0 5.49 6.356827e+03
## 1926 78.5 85 0 5.67 6.191212e+03
## 1927 76.6 99 1 NA 0.000000e+00
## 1928 76.4 11 1 0.40 1.661914e+02
## 1929 76.2 12 1 0.46 1.154893e+03
## 1930 76.0 14 1 0.51 1.055835e+03
## 1931 75.8 15 1 0.54 1.582771e+02
## 1932 75.6 16 1 0.56 1.292261e+02
## 1933 75.4 18 1 0.56 1.040629e+03
## 1934 75.2 19 1 0.57 1.230966e+02
## 1935 74.9 113 1 0.57 8.845038e+01
## 1936 74.7 115 1 0.58 7.851141e+01
## 1937 74.3 118 1 0.63 8.540116e+02
## 1938 74.0 122 1 0.61 7.046762e+01
## 1939 73.6 127 1 0.56 6.565631e+01
## 1940 73.3 13 1 0.54 5.859171e+02
## 1941 72.9 134 1 0.55 5.645426e+02
## 1942 72.6 138 1 0.38 6.286658e+01
## 1943 66.4 161 352 NA 0.000000e+00
## 1944 66.2 162 359 0.01 6.229361e+01
## 1945 66.0 163 365 0.04 6.018649e+01
## 1946 65.7 165 369 0.04 5.965900e+01
## 1947 65.5 167 371 0.04 5.787736e+01
## 1948 65.1 172 372 0.04 6.675150e-01
## 1949 64.8 175 371 0.03 6.972156e-01
## 1950 64.6 177 369 0.03 5.447134e+00
## 1951 64.4 178 367 0.03 3.912745e+00
## 1952 64.2 179 365 0.03 4.036830e+01
## 1953 62.9 2 364 0.04 3.059321e+01
## 1954 63.7 183 364 0.01 2.898323e+01
## 1955 63.5 185 366 0.01 2.423456e+01
## 1956 63.2 187 371 0.01 2.239388e+01
## 1957 63.0 189 377 0.01 1.766663e+00
## 1958 62.8 19 385 0.02 1.884534e+01
## 1959 NA NA 0 NA 3.446906e+02
## 1960 77.8 118 1 NA 0.000000e+00
## 1961 77.6 119 1 6.74 1.842464e+03
## 1962 77.5 118 1 6.89 1.694467e+03
## 1963 77.2 12 1 6.95 2.017491e+02
## 1964 77.3 121 1 6.90 1.192124e+02
## 1965 76.5 122 1 6.94 1.199320e+03
## 1966 76.8 127 1 6.87 1.092155e+03
## 1967 76.5 127 1 6.74 9.568230e+02
## 1968 76.4 124 1 6.16 7.625080e+01
## 1969 76.2 125 1 5.72 6.311252e+02
## 1970 75.8 122 1 5.53 6.239101e+02
## 1971 75.8 123 1 5.69 5.276085e+02
## 1972 75.5 126 1 5.52 5.845976e+01
## 1973 75.7 125 1 5.52 7.880940e+01
## 1974 75.5 124 2 5.43 7.320514e+00
## 1975 75.7 121 2 5.58 9.871021e+00
## 1976 62.9 275 10 NA 0.000000e+00
## 1977 62.7 278 10 0.01 2.082312e+02
## 1978 62.4 281 10 0.01 2.570882e+01
## 1979 62.2 284 10 0.01 3.163577e+01
## 1980 62.0 285 10 0.88 2.340731e+01
## 1981 61.8 286 10 0.79 1.899962e+01
## 1982 61.6 288 11 0.82 2.053328e+01
## 1983 61.4 29 11 0.81 1.037278e+02
## 1984 61.1 295 11 0.71 8.571754e+01
## 1985 68.0 299 11 0.64 1.266142e+02
## 1986 64.0 37 11 0.84 1.205552e+01
## 1987 59.9 314 11 0.58 1.580019e+02
## 1988 59.6 321 11 0.59 1.243789e+02
## 1989 59.3 327 11 0.61 1.109803e+02
## 1990 59.1 331 11 0.68 9.337278e+01
## 1991 58.9 335 11 0.73 6.256274e+01
## 1992 74.0 146 2 NA 0.000000e+00
## 1993 73.9 147 3 0.01 5.617685e+02
## 1994 73.8 148 3 5.03 5.734347e+02
## 1995 73.6 148 3 5.36 4.418446e+02
## 1996 73.4 15 3 5.79 4.721933e+02
## 1997 73.2 152 3 5.65 3.599760e+02
## 1998 73.0 155 3 5.39 3.093520e+01
## 1999 72.7 157 3 6.14 3.473925e+01
## 2000 72.5 159 3 5.61 3.186202e+02
## 2001 72.3 161 3 5.61 2.618072e+01
## 2002 72.1 163 3 6.38 2.068037e+01
## 2003 71.9 165 3 6.20 2.060083e+01
## 2004 71.7 166 4 6.64 1.554233e+02
## 2005 71.5 168 4 5.66 1.528294e+02
## 2006 71.2 17 4 6.66 2.338489e+02
## 2007 79.0 172 4 6.78 2.735759e+02
## 2008 75.5 123 8 NA 0.000000e+00
## 2009 75.3 125 8 0.01 9.737287e+02
## 2010 75.3 125 8 5.38 9.466521e+02
## 2011 74.9 129 9 5.14 8.859858e+02
## 2012 74.5 133 9 4.83 7.595381e+02
## 2013 73.7 14 10 4.72 6.943935e+01
## 2014 73.8 14 10 4.69 5.704532e+02
## 2015 73.9 138 11 4.85 5.849897e+01
## 2016 74.0 133 11 4.29 5.164037e+02
## 2017 74.2 134 12 4.22 4.487670e+02
## 2018 72.8 148 13 4.44 4.115646e+02
## 2019 72.2 151 14 4.27 3.569394e+02
## 2020 72.1 152 15 4.50 3.470334e+01
## 2021 72.6 144 16 4.03 4.053778e+01
## 2022 72.4 142 17 4.22 3.025359e+02
## 2023 71.4 154 18 4.59 2.975112e+02
## 2024 68.5 211 52 NA 0.000000e+00
## 2025 68.4 214 54 4.52 3.127232e+01
## 2026 68.1 219 55 4.61 2.458973e+01
## 2027 68.1 217 56 5.02 2.127418e+02
## 2028 68.0 218 57 4.96 1.914950e+02
## 2029 67.9 218 58 4.85 1.982564e+02
## 2030 68.0 219 59 4.42 1.595348e+02
## 2031 67.5 217 60 4.21 1.554768e+02
## 2032 67.5 216 62 4.19 1.373275e+02
## 2033 67.3 219 63 4.08 1.213625e+02
## 2034 67.0 223 65 4.22 1.057307e+02
## 2035 67.3 218 66 4.45 1.339905e+01
## 2036 67.2 217 67 4.44 9.011493e-01
## 2037 66.8 221 68 4.42 9.987219e-02
## 2038 66.8 221 68 4.54 6.902042e+01
## 2039 66.8 219 69 4.73 1.169704e+01
## 2040 77.5 117 2 NA 0.000000e+00
## 2041 77.3 12 2 10.71 2.438085e+02
## 2042 77.1 12 2 11.63 2.343533e+01
## 2043 76.8 125 2 10.81 2.300401e+02
## 2044 76.7 128 2 10.93 2.500774e+02
## 2045 76.3 13 2 10.59 2.204917e+02
## 2046 75.7 136 2 10.70 1.299160e+03
## 2047 75.5 14 2 11.40 1.571475e+01
## 2048 75.3 144 2 10.90 1.430425e+01
## 2049 75.2 144 2 10.40 9.145556e+00
## 2050 75.0 144 2 9.50 7.941503e+01
## 2051 74.9 143 2 9.19 6.480743e+02
## 2052 74.7 142 3 9.06 5.420235e+02
## 2053 74.5 145 3 8.02 5.160554e+02
## 2054 74.2 149 3 7.74 4.667383e+02
## 2055 73.7 153 3 8.40 4.124324e+02
## 2056 81.1 76 0 NA 0.000000e+00
## 2057 89.0 78 0 9.88 2.712546e+02
## 2058 86.0 79 0 10.00 2.698018e+03
## 2059 83.0 81 0 11.96 3.314570e+02
## 2060 82.0 85 0 11.92 3.108289e+03
## 2061 79.6 88 0 12.25 3.119350e+03
## 2062 79.3 9 0 12.03 3.371024e+02
## 2063 79.0 92 0 12.35 3.652869e+03
## 2064 78.7 94 0 12.57 3.333569e+02
## 2065 78.5 96 0 13.11 2.884020e+03
## 2066 77.7 11 0 13.33 2.813985e+03
## 2067 78.0 99 0 13.45 2.761000e+02
## 2068 77.3 15 0 14.21 2.283892e+03
## 2069 77.2 17 1 12.00 1.904002e+03
## 2070 76.9 11 1 12.22 1.657328e+03
## 2071 76.6 11 1 11.89 1.673280e+02
## 2072 78.2 68 0 NA 0.000000e+00
## 2073 78.1 69 0 1.15 5.063513e+03
## 2074 77.9 7 0 1.20 5.150735e+02
## 2075 77.8 72 0 1.13 5.163329e+03
## 2076 77.5 74 0 1.16 4.409171e+03
## 2077 77.3 76 0 1.16 3.776849e+01
## 2078 77.0 79 0 1.11 3.688694e+03
## 2079 76.8 82 0 1.37 5.484143e+03
## 2080 76.7 83 0 1.24 4.418506e+01
## 2081 76.6 83 0 1.28 4.485953e+02
## 2082 76.6 84 0 1.18 4.582476e+03
## 2083 76.6 84 0 1.11 4.064744e+03
## 2084 76.5 85 0 1.00 4.049972e+03
## 2085 76.4 85 0 0.87 1.886783e+02
## 2086 76.3 87 0 0.76 1.700495e+02
## 2087 76.2 88 0 0.50 1.559287e+03
## 2088 82.3 64 1 NA 0.000000e+00
## 2089 82.0 66 1 0.01 0.000000e+00
## 2090 81.7 68 1 9.33 0.000000e+00
## 2091 81.2 69 1 9.56 0.000000e+00
## 2092 81.1 72 2 9.34 0.000000e+00
## 2093 87.0 74 2 9.23 0.000000e+00
## 2094 86.0 75 2 8.97 0.000000e+00
## 2095 83.0 75 2 9.31 0.000000e+00
## 2096 79.8 77 2 9.05 0.000000e+00
## 2097 79.4 79 2 8.83 0.000000e+00
## 2098 78.7 84 2 9.03 0.000000e+00
## 2099 78.2 89 3 9.18 0.000000e+00
## 2100 77.6 95 3 9.66 0.000000e+00
## 2101 77.1 99 3 9.55 0.000000e+00
## 2102 76.7 17 3 11.45 0.000000e+00
## 2103 76.0 116 4 10.33 0.000000e+00
## 2104 72.1 157 1 NA 0.000000e+00
## 2105 71.8 162 1 9.99 0.000000e+00
## 2106 71.7 163 1 10.49 0.000000e+00
## 2107 79.0 175 1 10.68 0.000000e+00
## 2108 77.0 177 1 9.45 0.000000e+00
## 2109 68.8 219 1 8.25 0.000000e+00
## 2110 69.0 218 1 8.45 0.000000e+00
## 2111 68.9 228 1 9.07 0.000000e+00
## 2112 68.3 237 1 9.66 0.000000e+00
## 2113 68.0 242 1 8.36 0.000000e+00
## 2114 67.3 248 1 10.78 0.000000e+00
## 2115 68.0 225 1 12.27 0.000000e+00
## 2116 67.6 226 1 8.15 0.000000e+00
## 2117 67.5 225 1 6.71 0.000000e+00
## 2118 67.6 228 1 10.98 0.000000e+00
## 2119 67.1 235 1 9.89 0.000000e+00
## 2120 75.0 133 2 NA 0.000000e+00
## 2121 74.8 135 2 0.01 1.576409e+00
## 2122 74.6 138 2 9.59 1.230748e+03
## 2123 74.4 138 2 9.58 1.078358e+03
## 2124 74.3 139 2 9.10 1.032589e+01
## 2125 73.4 153 2 9.00 9.832518e+02
## 2126 73.1 158 2 10.40 1.496374e+01
## 2127 73.1 159 2 11.90 1.280806e+02
## 2128 72.9 154 3 10.60 9.191673e+02
## 2129 72.5 157 3 8.51 6.656428e+02
## 2130 71.9 162 3 7.68 6.154031e+02
## 2131 71.7 165 4 9.82 4.313250e+02
## 2132 71.1 174 4 8.78 3.751740e+02
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## 2552 72.7 135 10 1.29 9.350075e+01
## 2553 72.6 136 10 1.41 8.172747e+01
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## 2556 69.3 163 10 0.01 1.041916e+00
## 2557 68.8 164 10 0.01 7.150892e+01
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## 2621 58.9 294 14 0.01 4.160028e+01
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## 2648 71.8 157 0 1.35 3.301007e+02
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## 2650 71.2 17 0 NA 0.000000e+00
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## 2666 75.3 1 3 NA 0.000000e+00
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## 2668 74.9 13 3 1.29 5.946453e+02
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## 2713 63.8 224 7 2.90 8.824363e+01
## 2714 NA NA 0 0.01 7.828120e+01
## 2715 62.3 291 66 NA 0.000000e+00
## 2716 61.5 38 68 0.01 1.416770e+01
## 2717 67.0 325 71 0.01 9.076144e+01
## 2718 60.0 339 73 0.01 9.288698e+01
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## 2720 58.4 362 79 10.03 1.162030e+02
## 2721 57.5 378 82 9.63 8.704535e+01
## 2722 56.3 41 84 9.79 7.285024e+01
## 2723 55.5 41 88 9.65 6.002528e+00
## 2724 54.9 41 93 9.81 5.083901e+01
## 2725 53.2 446 99 10.09 4.452614e+01
## 2726 51.3 485 104 9.89 3.660609e+01
## 2727 51.0 53 109 10.16 4.426792e+00
## 2728 48.8 523 112 10.42 2.690898e+00
## 2729 47.7 539 115 10.57 2.697625e+01
## 2730 46.6 554 116 10.47 2.259447e+01
## 2731 71.3 195 4 NA 0.000000e+00
## 2732 78.0 23 4 8.06 5.663849e+00
## 2733 71.0 198 4 8.44 5.242530e+01
## 2734 77.0 25 5 8.44 4.537831e+02
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## 2745 67.7 253 6 4.31 8.897421e+00
## 2746 67.5 257 6 4.49 7.883791e+00
## 2747 77.1 75 1 NA 0.000000e+00
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## 2749 76.7 78 1 1.82 3.772009e+02
## 2750 76.5 8 1 1.75 3.663765e+03
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## 2773 79.0 82 4 12.05 0.000000e+00
## 2774 78.8 83 4 12.22 0.000000e+00
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## 2776 78.2 87 4 11.44 0.000000e+00
## 2777 78.0 88 4 10.91 0.000000e+00
## 2778 77.8 89 4 10.59 0.000000e+00
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## 2780 67.0 34 86 0.01 0.000000e+00
## 2781 59.7 323 86 4.20 0.000000e+00
## 2782 58.6 348 87 3.98 0.000000e+00
## 2783 58.3 348 88 4.04 0.000000e+00
## 2784 57.5 36 89 4.19 0.000000e+00
## 2785 56.9 368 91 3.97 0.000000e+00
## 2786 56.2 376 92 3.44 0.000000e+00
## 2787 54.5 411 94 4.40 0.000000e+00
## 2788 53.1 437 96 4.07 0.000000e+00
## 2789 52.2 449 97 3.94 0.000000e+00
## 2790 51.5 454 100 3.81 0.000000e+00
## 2791 58.0 459 103 2.34 0.000000e+00
## 2792 52.0 46 106 3.37 0.000000e+00
## 2793 49.6 46 110 4.09 0.000000e+00
## 2794 49.2 457 114 3.89 0.000000e+00
## 2795 79.3 13 23 NA 0.000000e+00
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## 2797 78.9 16 23 8.82 0.000000e+00
## 2798 78.8 16 24 8.82 0.000000e+00
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## 2809 76.9 115 28 8.25 0.000000e+00
## 2810 76.8 114 28 8.21 0.000000e+00
## 2811 77.0 116 0 NA 0.000000e+00
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## 2813 76.8 117 0 5.82 4.828039e+02
## 2814 76.5 118 0 5.77 3.397190e+02
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## 2825 75.2 123 1 6.48 4.214804e+02
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## 2829 69.1 185 17 0.01 1.916247e+01
## 2830 68.8 184 18 0.01 1.671406e+01
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## 2841 67.4 185 28 1.53 4.366386e+01
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## 2843 72.0 13 0 NA 0.000000e+00
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## 2845 71.6 135 0 0.01 4.475456e+02
## 2846 71.4 138 0 0.01 4.279885e+02
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## 2857 69.1 179 0 0.91 1.631053e+02
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## 2861 73.8 159 9 6.71 0.000000e+00
## 2862 73.7 161 9 6.70 0.000000e+00
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## 2865 73.6 166 9 7.59 0.000000e+00
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## 2867 73.4 165 9 8.70 0.000000e+00
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## 2869 73.6 158 9 7.92 0.000000e+00
## 2870 73.3 161 10 7.55 0.000000e+00
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## 2873 72.5 169 10 8.05 0.000000e+00
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## 2877 75.7 129 28 4.00 0.000000e+00
## 2878 75.6 13 29 4.12 0.000000e+00
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## 2888 73.8 137 30 2.03 0.000000e+00
## 2889 73.6 138 32 1.84 0.000000e+00
## 2890 73.4 139 33 1.60 0.000000e+00
## 2891 65.7 224 37 NA 0.000000e+00
## 2892 65.4 228 37 0.01 0.000000e+00
## 2893 65.4 226 36 0.04 0.000000e+00
## 2894 64.7 236 36 0.04 0.000000e+00
## 2895 64.6 234 35 0.04 0.000000e+00
## 2896 64.4 233 35 0.06 0.000000e+00
## 2897 64.1 235 36 0.03 0.000000e+00
## 2898 63.8 238 37 0.04 0.000000e+00
## 2899 63.4 24 38 0.05 0.000000e+00
## 2900 63.0 242 39 0.04 0.000000e+00
## 2901 62.6 245 40 0.04 0.000000e+00
## 2902 62.2 247 42 0.06 0.000000e+00
## 2903 61.9 249 43 0.04 0.000000e+00
## 2904 61.5 25 45 0.07 0.000000e+00
## 2905 61.1 251 46 0.08 0.000000e+00
## 2906 68.0 252 48 0.07 0.000000e+00
## 2907 61.8 33 27 NA 0.000000e+00
## 2908 61.1 314 28 0.01 1.966676e+02
## 2909 63.0 328 29 2.41 2.062306e+01
## 2910 59.2 349 29 2.59 1.969152e+02
## 2911 58.2 366 29 2.57 1.830462e+02
## 2912 58.0 363 30 2.47 1.843649e+02
## 2913 57.4 368 30 2.30 1.438699e+02
## 2914 55.7 45 31 2.12 1.536784e+02
## 2915 52.6 487 32 2.08 1.085148e+01
## 2916 58.0 526 33 2.25 1.860004e+00
## 2917 49.3 554 34 2.33 1.218793e+02
## 2918 47.9 578 36 2.46 8.369852e+00
## 2919 46.4 64 39 2.33 6.578997e+01
## 2920 45.5 69 41 2.44 5.404348e+01
## 2921 44.6 611 43 2.61 4.683027e+01
## 2922 43.8 614 44 2.62 4.561688e+01
## 2923 67.0 336 22 NA 0.000000e+00
## 2924 59.2 371 23 6.50 1.082260e+01
## 2925 58.0 399 25 6.39 1.066671e+01
## 2926 56.6 429 26 6.09 9.260234e+01
## 2927 54.9 464 28 6.00 6.375053e+01
## 2928 52.4 527 29 5.21 5.330858e+01
## 2929 50.0 587 30 4.64 1.040021e+00
## 2930 48.2 632 30 3.56 2.084343e+01
## 2931 46.6 67 29 3.88 2.981457e+01
## 2932 45.4 7 28 4.57 3.426217e+01
## 2933 44.6 717 28 4.14 8.717409e+00
## 2934 44.3 723 27 4.36 0.000000e+00
## 2935 44.5 715 26 4.06 0.000000e+00
## 2936 44.8 73 25 4.43 0.000000e+00
## 2937 45.3 686 25 1.72 0.000000e+00
## 2938 46.0 665 24 1.68 0.000000e+00
## HepatitisB Measles BMI under.fivedeaths Polio Totalexpenditure Diphtheria
## 1 65 1154 19.1 83 6 8.16 65
## 2 62 492 18.6 86 58 8.18 62
## 3 64 430 18.1 89 62 8.13 64
## 4 67 2787 17.6 93 67 8.52 67
## 5 68 3013 17.2 97 68 7.87 68
## 6 66 1989 16.7 102 66 9.20 66
## 7 63 2861 16.2 106 63 9.42 63
## 8 64 1599 15.7 110 64 8.33 64
## 9 63 1141 15.2 113 63 6.73 63
## 10 64 1990 14.7 116 58 7.43 58
## 11 66 1296 14.2 118 58 8.70 58
## 12 67 466 13.8 120 5 8.79 5
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## 1884 71 801 16.9 99 71 6.98 71
## 1885 NA 1317 16.5 102 68 6.76 67
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## 1894 49 12423 25.4 747 49 NA 49
## 1895 49 6855 24.7 759 49 3.67 49
## 1896 46 52852 24.1 773 46 3.70 46
## 1897 42 6447 23.5 788 42 3.30 42
## 1898 46 18843 22.8 802 48 3.69 48
## 1899 49 8491 22.2 817 54 3.47 54
## 1900 63 1272 21.6 832 66 4.24 63
## 1901 41 9960 21.0 848 6 4.00 53
## 1902 42 2613 2.4 863 54 4.47 42
## 1903 27 704 19.9 879 46 3.66 4
## 1904 18 110927 19.3 893 45 4.11 36
## 1905 NA 31521 18.8 907 43 4.33 33
## 1906 NA 141258 18.3 918 42 4.50 29
## 1907 NA 42007 17.8 928 4 2.43 25
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## 1909 NA 212183 16.9 943 31 2.84 29
## 1910 99 0 77.3 0 99 7.20 99
## 1911 NA 14 61.2 0 95 NA 95
## 1912 NA 3 6.8 0 93 9.72 93
## 1913 NA 8 6.3 0 94 9.39 94
## 1914 NA 4 59.8 0 95 9.16 95
## 1915 NA 39 59.4 0 94 9.14 94
## 1916 NA 3 58.9 0 93 9.26 93
## 1917 NA 2 58.5 0 94 9.49 94
## 1918 NA 4 58.0 0 94 8.40 94
## 1919 NA 0 57.5 0 93 8.58 93
## 1920 NA 0 57.0 0 94 8.43 94
## 1921 NA 0 56.5 0 91 8.89 91
## 1922 NA 7 55.9 0 92 9.44 92
## 1923 NA 8 55.3 0 92 9.85 92
## 1924 NA 5 54.6 0 93 9.62 93
## 1925 NA 4 54.0 0 91 8.65 91
## 1926 NA 0 53.3 0 91 8.27 9
## 1927 99 0 54.6 1 99 NA 99
## 1928 99 0 53.5 1 99 3.55 99
## 1929 98 0 52.8 1 99 2.76 98
## 1930 98 13 52.3 1 99 2.52 98
## 1931 99 5 52.0 1 99 2.49 99
## 1932 99 3 51.8 1 99 2.74 99
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## 1934 99 18 51.1 1 97 2.10 99
## 1935 99 24 5.6 1 97 2.43 99
## 1936 99 13 5.1 1 98 2.31 98
## 1937 99 25 49.5 1 99 2.59 99
## 1938 99 18 48.9 1 99 2.98 99
## 1939 99 1 48.1 1 99 3.17 99
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## 1942 99 15 45.9 1 99 3.70 99
## 1943 72 386 25.4 433 72 NA 72
## 1944 72 1370 24.7 442 72 2.61 72
## 1945 72 8749 23.9 450 72 2.70 72
## 1946 72 8046 23.2 456 72 2.76 72
## 1947 74 4386 22.5 459 75 3.10 74
## 1948 82 4321 21.9 461 82 3.20 82
## 1949 78 863 21.3 460 7 2.94 71
## 1950 65 1129 2.6 460 7 3.26 62
## 1951 75 2801 2.1 459 75 3.35 75
## 1952 78 7641 19.5 458 77 3.40 78
## 1953 7 2981 18.9 459 78 2.91 77
## 1954 65 4248 18.4 461 65 2.56 65
## 1955 63 4740 17.9 466 69 2.61 67
## 1956 NA 3903 17.4 474 71 2.76 68
## 1957 NA 3849 16.9 483 68 2.61 65
## 1958 NA 2064 16.4 495 65 2.79 62
## 1959 99 0 83.3 0 99 9.27 99
## 1960 73 0 57.8 1 72 NA 73
## 1961 8 0 57.1 1 8 8.30 8
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## 1963 85 0 55.6 1 87 7.25 85
## 1964 87 4 54.9 1 91 7.50 87
## 1965 94 0 54.2 2 95 8.50 94
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## 1967 86 0 52.7 2 86 6.75 86
## 1968 85 0 51.9 2 84 6.31 85
## 1969 88 0 51.1 2 98 7.00 88
## 1970 92 0 5.3 2 88 7.48 92
## 1971 95 0 49.5 2 92 8.90 95
## 1972 98 0 48.6 2 95 7.60 98
## 1973 98 0 47.8 2 99 8.30 99
## 1974 98 0 46.9 2 95 7.72 99
## 1975 NA 0 45.9 2 99 7.76 98
## 1976 67 38 48.6 12 74 NA 73
## 1977 67 2299 47.9 13 64 4.26 73
## 1978 73 12 47.2 13 8 4.78 79
## 1979 68 0 46.4 13 81 4.55 74
## 1980 66 0 45.7 13 69 4.94 72
## 1981 56 0 44.9 14 72 4.18 67
## 1982 66 0 44.2 14 79 4.36 73
## 1983 59 0 43.4 14 76 4.60 63
## 1984 61 0 42.7 14 72 4.40 71
## 1985 71 1 41.9 14 67 5.92 72
## 1986 63 1222 41.1 15 61 6.42 72
## 1987 6 1385 4.4 15 59 8.39 62
## 1988 67 3863 39.6 14 62 6.79 68
## 1989 6 17620 38.9 14 54 7.69 61
## 1990 59 4023 38.2 14 52 6.68 55
## 1991 57 7135 37.5 14 51 3.98 59
## 1992 93 0 5.2 3 89 NA 93
## 1993 87 0 49.4 3 83 9.81 87
## 1994 86 0 48.6 3 8 1.49 86
## 1995 87 0 47.9 3 83 1.33 87
## 1996 89 0 47.1 3 84 9.42 89
## 1997 89 0 46.4 3 85 9.10 89
## 1998 85 0 45.6 3 81 9.14 85
## 1999 87 0 44.9 4 85 7.60 89
## 2000 86 0 44.2 4 95 6.41 95
## 2001 92 0 43.5 4 98 6.43 98
## 2002 92 0 42.8 4 96 6.70 96
## 2003 9 0 42.0 4 92 5.78 92
## 2004 86 0 41.3 4 86 5.99 86
## 2005 NA 0 4.6 4 87 6.77 87
## 2006 NA 0 39.8 5 9 7.61 89
## 2007 NA 0 39.1 5 86 8.10 86
## 2008 9 4 55.6 10 88 NA 9
## 2009 88 0 54.9 10 78 5.47 88
## 2010 88 0 54.2 11 71 5.23 88
## 2011 95 0 53.6 11 94 5.18 95
## 2012 91 0 52.9 12 91 4.93 91
## 2013 93 0 52.2 12 92 5.30 93
## 2014 93 0 51.5 13 92 5.36 93
## 2015 93 1 5.8 14 93 4.73 93
## 2016 93 0 5.2 15 93 4.60 93
## 2017 94 0 49.5 15 94 4.47 94
## 2018 94 0 48.8 16 66 4.72 77
## 2019 92 0 48.1 18 81 4.56 86
## 2020 65 0 47.4 19 95 4.60 94
## 2021 NA 0 46.7 20 95 4.94 95
## 2022 NA 0 46.1 22 9 4.98 9
## 2023 NA 1 45.4 24 93 4.83 98
## 2024 6 619 25.4 66 79 NA 6
## 2025 67 58848 24.8 68 77 4.71 67
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## 2028 87 6538 23.1 72 87 4.29 87
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## 2608 72 10 15.1 3 78 1.20 72
## 2609 79 0 14.7 3 79 0.74 79
## 2610 NA 0 14.2 3 7 0.37 7
## 2611 NA 90 13.9 3 62 0.65 63
## 2612 NA 203 13.5 3 55 1.50 55
## 2613 NA 41 13.2 3 57 1.31 57
## 2614 NA 94 12.9 4 55 2.48 55
## 2615 NA 0 12.6 4 38 3.89 54
## 2616 NA 0 12.3 4 NA 3.75 NA
## 2617 NA 0 11.9 4 NA 3.26 NA
## 2618 88 20 24.3 20 88 NA 88
## 2619 87 577 23.7 20 85 5.25 87
## 2620 84 564 23.1 20 84 5.12 84
## 2621 84 238 22.6 21 84 5.11 84
## 2622 85 187 22.0 21 85 5.21 85
## 2623 83 120 21.4 21 83 5.37 83
## 2624 78 425 2.9 22 78 6.64 78
## 2625 24 187 2.4 22 8 5.73 81
## 2626 NA 8 19.8 22 72 5.55 82
## 2627 NA 26 19.3 22 85 5.56 84
## 2628 NA 38 18.9 22 8 5.17 82
## 2629 NA 61 18.4 22 71 5.60 71
## 2630 NA 295 17.9 22 72 5.00 72
## 2631 NA 363 17.5 22 58 4.70 59
## 2632 NA 1833 17.1 22 51 4.29 5
## 2633 NA 3578 16.6 22 63 4.35 64
## 2634 78 0 75.2 0 8 NA 78
## 2635 8 0 74.8 0 82 5.18 8
## 2636 82 0 74.3 0 84 4.98 82
## 2637 77 0 73.8 0 79 4.51 77
## 2638 82 0 73.3 0 84 4.60 82
## 2639 82 0 72.7 0 84 4.59 82
## 2640 84 0 72.1 0 86 4.67 84
## 2641 84 0 71.5 0 88 5.13 86
## 2642 87 0 7.8 0 88 5.82 87
## 2643 89 0 7.1 0 89 5.61 88
## 2644 89 0 69.4 0 9 6.52 89
## 2645 9 0 68.6 0 91 4.87 9
## 2646 85 0 67.8 0 91 5.90 9
## 2647 88 0 67.0 0 85 5.30 84
## 2648 91 4 66.2 0 91 5.66 89
## 2649 93 0 65.5 0 91 4.75 91
## 2650 9 0 47.1 0 88 NA 96
## 2651 92 0 46.0 0 94 5.93 92
## 2652 92 0 45.0 0 94 5.98 92
## 2653 92 0 44.0 0 91 5.78 92
## 2654 9 0 43.0 0 91 5.60 9
## 2655 9 0 42.0 0 91 5.29 9
## 2656 9 0 41.1 0 9 6.47 9
## 2657 9 0 4.2 0 91 4.40 9
## 2658 89 0 39.3 0 9 4.82 88
## 2659 89 0 38.4 0 89 4.49 92
## 2660 95 0 37.6 0 95 5.31 95
## 2661 94 0 36.8 0 94 5.22 94
## 2662 76 0 36.0 1 91 5.13 91
## 2663 5 0 35.2 1 96 5.00 96
## 2664 NA 0 34.4 1 91 4.40 91
## 2665 NA 0 33.6 1 9 4.17 9
## 2666 98 16 61.2 3 98 NA 98
## 2667 98 15 6.2 3 98 7.00 98
## 2668 98 16 59.3 3 98 7.26 98
## 2669 97 48 58.3 3 97 7.18 97
## 2670 98 11 57.4 3 98 7.15 98
## 2671 98 1 56.5 3 98 6.54 98
## 2672 99 1 55.6 3 99 6.18 99
## 2673 99 2 54.7 3 99 5.63 99
## 2674 98 4 53.9 4 98 5.64 98
## 2675 99 3 53.1 4 99 5.64 99
## 2676 97 15 52.2 4 98 5.57 98
## 2677 96 1 51.4 4 97 5.63 97
## 2678 92 22 5.6 4 95 5.36 95
## 2679 93 98 49.7 5 96 5.32 96
## 2680 94 231 48.9 5 98 5.29 98
## 2681 94 47 48.1 5 97 5.40 97
## 2682 97 342 66.1 18 97 NA 97
## 2683 96 565 65.3 19 96 5.41 96
## 2684 97 7405 64.5 20 98 5.38 98
## 2685 97 349 63.7 22 97 5.24 97
## 2686 96 111 62.8 23 97 5.29 97
## 2687 96 7 61.9 25 97 5.61 97
## 2688 94 4 61.1 27 96 6.80 96
## 2689 92 0 6.2 29 96 6.70 96
## 2690 96 3 59.3 31 96 6.40 96
## 2691 82 34 58.5 34 9 5.81 9
## 2692 85 6200 57.6 36 9 5.45 9
## 2693 77 8927 56.8 39 85 5.37 85
## 2694 68 5844 55.9 43 69 5.34 68
## 2695 72 7823 55.1 46 78 5.36 78
## 2696 77 30509 54.3 50 88 5.16 88
## 2697 71 16244 53.5 54 85 4.95 85
## 2698 99 0 48.6 7 99 NA 99
## 2699 97 0 47.7 8 98 2.70 98
## 2700 98 0 46.7 8 98 2.12 98
## 2701 98 0 45.9 8 98 1.96 97
## 2702 97 0 45.0 8 97 1.98 97
## 2703 96 0 44.2 8 96 1.99 96
## 2704 97 0 43.4 8 97 1.88 96
## 2705 96 0 42.7 8 96 1.93 96
## 2706 98 59 42.0 8 98 2.16 98
## 2707 98 48 41.3 8 98 2.90 98
## 2708 99 0 4.7 8 99 3.51 99
## 2709 96 1 4.0 8 98 4.30 97
## 2710 97 1 39.4 8 66 3.85 83
## 2711 96 11 38.7 8 99 3.34 98
## 2712 NA 9 38.1 9 94 3.87 95
## 2713 NA 113 37.5 9 98 3.94 97
## 2714 9 0 79.3 0 9 16.61 9
## 2715 78 478 18.5 93 82 NA 78
## 2716 78 314 18.1 97 82 7.22 78
## 2717 78 7878 17.6 103 82 7.47 78
## 2718 78 2027 17.2 109 82 7.58 78
## 2719 82 3312 16.7 114 82 9.90 82
## 2720 8 1313 16.3 119 79 11.20 8
## 2721 79 1601 15.9 124 78 8.43 79
## 2722 71 1319 15.6 130 69 9.10 71
## 2723 73 3776 15.2 137 7 9.76 73
## 2724 64 5736 14.8 145 62 9.86 64
## 2725 64 22 14.5 155 59 9.36 64
## 2726 62 141 14.2 164 58 8.90 62
## 2727 44 29429 13.9 173 57 7.54 59
## 2728 29 49871 13.6 181 57 7.78 57
## 2729 NA 48543 13.3 187 56 7.26 55
## 2730 NA 42554 13.0 191 55 6.77 52
## 2731 22 105 61.3 5 51 NA 23
## 2732 22 0 6.7 5 45 7.10 23
## 2733 46 0 6.1 5 72 7.67 76
## 2734 46 12746 59.6 5 72 7.47 76
## 2735 21 1333 59.0 5 54 6.98 5
## 2736 48 39 58.5 6 57 7.81 52
## 2737 66 0 58.0 6 74 7.80 71
## 2738 84 48 57.6 6 91 6.63 9
## 2739 92 1005 57.2 6 98 6.36 98
## 2740 96 42724 56.8 6 99 6.39 98
## 2741 97 2392 56.4 6 95 6.41 96
## 2742 98 146 56.1 6 99 6.61 99
## 2743 77 411 55.7 6 99 6.93 97
## 2744 48 7587 55.4 7 99 6.25 99
## 2745 7 16970 55.1 7 99 5.66 99
## 2746 4 817 54.8 8 99 5.59 99
## 2747 99 347 64.2 1 99 NA 99
## 2748 99 344 62.4 1 99 3.64 99
## 2749 98 0 6.5 1 98 3.49 98
## 2750 96 132 58.6 1 96 3.45 96
## 2751 95 0 57.1 1 95 3.70 95
## 2752 94 87 55.8 1 94 3.93 94
## 2753 93 0 55.1 1 94 4.50 93
## 2754 92 55 54.8 1 94 2.93 92
## 2755 92 0 55.1 1 94 2.57 92
## 2756 92 0 55.8 1 94 2.33 92
## 2757 92 29 56.6 1 94 2.32 94
## 2758 92 22 57.0 1 94 2.46 94
## 2759 92 42 56.8 1 94 2.65 94
## 2760 92 53 56.0 1 94 2.72 94
## 2761 92 30 55.0 1 94 2.48 94
## 2762 92 69 54.1 1 94 2.38 94
## 2763 NA 91 66.6 4 96 NA 96
## 2764 NA 133 66.0 4 95 9.12 95
## 2765 NA 1919 65.4 4 95 9.34 95
## 2766 NA 2092 64.8 4 95 9.41 95
## 2767 NA 1112 64.2 4 95 9.34 95
## 2768 NA 443 63.6 4 94 9.51 94
## 2769 NA 1212 63.1 4 93 9.81 93
## 2770 NA 1445 62.5 4 92 8.85 92
## 2771 NA 1022 61.9 4 92 8.42 92
## 2772 NA 764 61.3 4 92 8.36 92
## 2773 NA 79 6.7 4 91 8.24 91
## 2774 NA 189 6.1 4 92 7.98 92
## 2775 NA 460 59.5 4 91 7.81 91
## 2776 NA 314 58.8 4 91 7.57 91
## 2777 NA 73 58.2 4 91 7.31 91
## 2778 NA 104 57.5 5 91 6.94 91
## 2779 98 30 23.8 119 96 NA 98
## 2780 97 88 23.2 121 97 5.58 97
## 2781 91 185 22.5 124 91 5.57 91
## 2782 92 1668 21.9 126 9 5.72 92
## 2783 9 1622 21.3 128 88 5.72 9
## 2784 91 167 2.7 131 94 5.30 91
## 2785 85 1574 2.2 135 88 3.97 85
## 2786 86 3413 19.6 138 89 4.21 86
## 2787 83 7726 19.1 141 88 4.72 83
## 2788 9 2362 18.6 145 91 6.86 9
## 2789 9 23 18.1 149 91 4.66 9
## 2790 95 1419 17.7 154 95 4.10 95
## 2791 95 1673 17.2 160 97 4.60 95
## 2792 89 5131 16.8 166 91 3.59 89
## 2793 NA 11847 16.4 173 65 3.28 87
## 2794 NA 14649 16.0 181 64 2.64 79
## 2795 92 188 69.6 26 93 NA 95
## 2796 92 667 69.1 27 93 17.14 95
## 2797 91 187 68.6 27 93 16.90 94
## 2798 9 55 68.0 28 93 17.20 94
## 2799 91 220 67.5 29 94 17.60 96
## 2800 92 63 66.9 30 93 17.20 95
## 2801 92 71 66.3 31 93 17.00 95
## 2802 94 140 65.7 31 94 16.20 96
## 2803 93 43 65.1 32 93 15.57 96
## 2804 93 55 64.4 33 93 15.27 96
## 2805 93 66 63.8 33 92 15.15 96
## 2806 92 37 63.1 33 92 15.14 96
## 2807 92 56 62.4 33 91 15.60 96
## 2808 88 41 61.7 33 9 14.55 94
## 2809 89 116 6.9 33 89 13.73 94
## 2810 9 85 6.1 33 9 13.70 94
## 2811 95 0 64.0 0 95 NA 95
## 2812 95 0 63.4 0 95 8.58 95
## 2813 94 0 62.9 0 94 8.68 94
## 2814 95 0 62.3 0 95 8.74 95
## 2815 95 0 61.8 1 95 8.55 95
## 2816 95 0 61.2 1 95 8.63 95
## 2817 95 0 6.7 1 95 8.78 95
## 2818 94 0 6.1 1 94 8.17 94
## 2819 94 0 59.5 1 94 8.23 94
## 2820 95 0 58.9 1 95 11.17 95
## 2821 96 0 58.3 1 96 11.15 96
## 2822 94 0 57.7 1 95 11.59 94
## 2823 91 0 57.0 1 91 6.52 91
## 2824 95 0 56.3 1 93 7.18 95
## 2825 94 0 55.7 1 94 7.46 94
## 2826 92 0 55.0 1 92 7.82 9
## 2827 99 22 44.7 17 99 NA 99
## 2828 99 8 43.9 18 99 5.84 99
## 2829 99 0 43.0 19 99 6.32 99
## 2830 99 0 42.2 21 99 6.49 99
## 2831 99 476 41.4 22 99 5.65 99
## 2832 99 117 4.7 23 99 5.34 99
## 2833 98 0 4.0 24 99 6.31 98
## 2834 91 2 39.3 25 98 5.92 98
## 2835 99 863 38.7 26 98 5.81 96
## 2836 98 823 38.1 27 94 5.49 96
## 2837 99 737 37.5 28 99 5.11 99
## 2838 99 75 37.0 29 99 5.11 99
## 2839 99 85 36.4 30 99 5.17 98
## 2840 62 25 35.9 32 99 5.44 99
## 2841 NA 22 35.3 34 99 5.28 99
## 2842 NA 80 34.8 36 99 5.29 99
## 2843 64 39 53.3 0 65 NA 64
## 2844 64 10 52.5 0 65 5.20 64
## 2845 64 0 51.7 0 65 3.92 64
## 2846 64 0 5.8 0 65 3.70 64
## 2847 63 0 49.9 0 65 3.85 65
## 2848 62 0 49.1 0 66 4.71 65
## 2849 62 0 48.2 0 66 3.90 66
## 2850 61 0 47.4 0 66 3.66 67
## 2851 6 0 46.6 0 67 3.67 67
## 2852 59 0 45.7 0 67 3.96 68
## 2853 61 3 44.9 0 67 3.87 68
## 2854 63 0 44.1 0 67 4.12 69
## 2855 64 165 43.3 0 67 4.20 69
## 2856 66 101 42.6 0 67 3.52 7
## 2857 68 7 41.9 0 67 3.37 7
## 2858 7 9 41.1 0 67 3.28 71
## 2859 87 0 62.1 10 87 NA 87
## 2860 78 0 61.5 10 79 5.26 78
## 2861 82 0 61.0 10 82 4.94 82
## 2862 81 1 6.4 10 73 4.80 81
## 2863 78 0 59.9 10 78 5.24 78
## 2864 78 0 59.3 10 74 5.40 78
## 2865 84 0 58.8 10 75 5.81 84
## 2866 53 0 58.2 10 76 3.98 5
## 2867 62 32 57.6 10 67 5.25 62
## 2868 71 78 57.1 11 73 4.85 71
## 2869 88 0 56.5 11 8 4.69 87
## 2870 82 0 55.9 11 83 4.78 86
## 2871 72 0 55.3 12 86 4.93 68
## 2872 6 2392 54.7 12 81 4.93 65
## 2873 53 115 54.1 12 87 5.21 7
## 2874 5 22 53.4 13 86 4.91 77
## 2875 97 256 17.5 35 97 NA 97
## 2876 95 15033 16.7 35 96 7.70 95
## 2877 59 1123 16.0 35 93 7.17 59
## 2878 97 578 15.3 36 97 6.96 97
## 2879 95 750 14.7 36 96 6.20 95
## 2880 88 2809 14.0 35 94 6.36 93
## 2881 94 6582 13.4 35 97 6.40 96
## 2882 87 352 12.9 35 93 5.53 93
## 2883 67 17 12.3 35 92 6.90 92
## 2884 93 1978 11.8 35 94 5.56 94
## 2885 94 410 11.3 36 94 5.38 95
## 2886 94 217 1.9 36 96 5.90 96
## 2887 78 2297 1.4 37 96 4.84 99
## 2888 NA 6755 1.0 39 92 4.70 75
## 2889 NA 12058 9.6 41 96 5.17 96
## 2890 NA 16512 9.2 43 96 4.89 96
## 2891 69 468 41.3 47 63 NA 69
## 2892 73 815 4.4 47 67 5.64 73
## 2893 73 400 39.6 46 67 5.78 73
## 2894 67 2177 38.7 46 68 5.73 67
## 2895 69 2676 37.9 45 69 5.40 69
## 2896 76 510 37.2 45 77 5.17 76
## 2897 76 130 36.4 46 76 5.32 76
## 2898 78 7 35.7 47 78 5.12 78
## 2899 79 13 35.1 49 79 4.92 79
## 2900 78 8079 34.5 51 78 4.82 78
## 2901 8 6285 33.9 53 8 4.58 79
## 2902 43 12708 33.3 56 72 4.90 72
## 2903 38 8536 32.7 58 61 5.00 61
## 2904 31 890 32.2 61 64 4.22 65
## 2905 19 485 31.7 63 73 4.34 73
## 2906 14 0 31.2 66 74 4.14 74
## 2907 9 9 23.4 40 9 NA 9
## 2908 86 9 22.8 41 78 4.99 86
## 2909 79 35 22.3 42 74 4.99 79
## 2910 78 896 21.7 43 7 4.91 78
## 2911 81 13234 21.2 44 83 4.26 81
## 2912 83 15754 2.7 45 8 4.41 83
## 2913 94 26 2.2 47 93 4.73 94
## 2914 87 140 19.7 49 9 4.87 87
## 2915 8 535 19.2 51 77 4.37 8
## 2916 81 459 18.8 52 83 6.11 81
## 2917 82 45 18.4 55 84 7.56 82
## 2918 NA 35 18.0 59 84 7.33 83
## 2919 NA 881 17.6 62 85 8.18 83
## 2920 NA 25036 17.3 66 85 6.93 84
## 2921 NA 16997 17.1 70 86 6.56 85
## 2922 NA 30930 16.8 72 85 7.16 85
## 2923 87 0 31.8 32 88 NA 87
## 2924 91 0 31.3 34 92 6.44 91
## 2925 95 0 3.8 36 95 6.88 95
## 2926 97 0 3.3 39 95 6.69 95
## 2927 94 0 29.9 42 93 6.31 93
## 2928 9 9696 29.4 44 89 5.37 89
## 2929 73 853 29.0 45 69 6.26 73
## 2930 75 0 28.6 46 75 4.96 75
## 2931 72 242 28.2 46 73 4.47 73
## 2932 68 212 27.9 45 71 5.12 7
## 2933 65 420 27.5 43 69 6.44 68
## 2934 68 31 27.1 42 67 7.13 65
## 2935 7 998 26.7 41 7 6.52 68
## 2936 73 304 26.3 40 73 6.53 71
## 2937 76 529 25.9 39 76 6.16 75
## 2938 79 1483 25.5 39 78 7.10 78
## HIV.AIDS GDP Population thinness1.19years thinness5.9years
## 1 0.1 5.842592e+02 3.373649e+07 17.2 17.3
## 2 0.1 6.126965e+02 3.275820e+05 17.5 17.5
## 3 0.1 6.317450e+02 3.173169e+07 17.7 17.7
## 4 0.1 6.699590e+02 3.696958e+06 17.9 18.0
## 5 0.1 6.353723e+01 2.978599e+06 18.2 18.2
## 6 0.1 5.533289e+02 2.883167e+06 18.4 18.4
## 7 0.1 4.458933e+02 2.843310e+05 18.6 18.7
## 8 0.1 3.733611e+02 2.729431e+06 18.8 18.9
## 9 0.1 3.698358e+02 2.661679e+07 19.0 19.1
## 10 0.1 2.725638e+02 2.589345e+06 19.2 19.3
## 11 0.1 2.529413e+01 2.577980e+05 19.3 19.5
## 12 0.1 2.191414e+02 2.411898e+07 19.5 19.7
## 13 0.1 1.987285e+02 2.364851e+06 19.7 19.9
## 14 0.1 1.878459e+02 2.197992e+07 19.9 2.2
## 15 0.1 1.174970e+02 2.966463e+06 2.1 2.4
## 16 0.1 1.145600e+02 2.937560e+05 2.3 2.5
## 17 0.1 3.954228e+03 2.887300e+04 1.2 1.3
## 18 0.1 4.575764e+03 2.889140e+05 1.2 1.3
## 19 0.1 4.414723e+03 2.895920e+05 1.3 1.4
## 20 0.1 4.247614e+03 2.941000e+03 1.3 1.4
## 21 0.1 4.437179e+03 2.951950e+05 1.4 1.5
## 22 0.1 4.943588e+02 2.913210e+05 1.4 1.5
## 23 0.1 4.114137e+03 2.927519e+06 1.5 1.6
## 24 0.1 4.375396e+02 2.947314e+06 1.6 1.6
## 25 0.1 3.631368e+02 2.971700e+04 1.6 1.7
## 26 0.1 3.512930e+01 2.992547e+06 1.7 1.8
## 27 0.1 2.791429e+02 3.114870e+05 1.8 1.8
## 28 0.1 2.416588e+03 3.269390e+05 1.8 1.9
## 29 0.1 1.896816e+02 3.396160e+05 1.9 2.0
## 30 0.1 1.453643e+03 3.511000e+03 2.0 2.1
## 31 0.1 1.326973e+03 3.617300e+04 2.1 2.1
## 32 0.1 1.175789e+03 3.892700e+04 2.1 2.2
## 33 0.1 4.132763e+03 3.987153e+07 6.0 5.8
## 34 0.1 5.478517e+02 3.911331e+07 6.0 5.8
## 35 0.1 5.471867e+03 3.833856e+07 5.9 5.8
## 36 0.1 5.564826e+03 3.756585e+07 5.9 5.8
## 37 0.1 5.432252e+03 3.681956e+07 5.9 5.8
## 38 0.1 4.463395e+03 3.611764e+07 5.9 5.8
## 39 0.1 3.868831e+03 3.546576e+06 6.0 5.9
## 40 0.1 4.952549e+02 3.486715e+06 6.0 5.9
## 41 0.1 3.935183e+03 3.437600e+04 6.0 5.9
## 42 0.1 3.464618e+03 3.377792e+07 6.1 6.0
## 43 0.1 3.112238e+01 3.328844e+07 6.1 6.0
## 44 0.1 2.598982e+03 3.283196e+06 6.2 6.1
## 45 0.1 2.943356e+02 3.243514e+06 6.3 6.1
## 46 0.1 1.774337e+03 3.199546e+06 6.3 6.2
## 47 0.1 1.732858e+03 3.159215e+07 6.4 6.3
## 48 0.1 1.757178e+03 3.118366e+06 6.5 6.4
## 49 1.9 3.695794e+03 2.785935e+06 8.3 8.2
## 50 2.0 4.793122e+02 2.692466e+06 8.5 8.3
## 51 2.3 4.846169e+02 2.599834e+06 8.6 8.5
## 52 2.6 4.598250e+03 2.596150e+05 8.8 8.6
## 53 2.5 4.299129e+03 2.421856e+07 8.9 8.8
## 54 2.5 3.529535e+03 2.336913e+07 9.1 9.0
## 55 2.5 3.347845e+03 2.254955e+07 9.3 9.2
## 56 2.6 3.868579e+03 2.175942e+06 9.5 9.4
## 57 2.6 2.878837e+03 2.997687e+06 9.6 9.6
## 58 2.5 2.624151e+02 2.262399e+06 9.8 9.7
## 59 2.6 1.443992e+03 1.955254e+07 1.0 9.9
## 60 2.5 1.418684e+02 1.886572e+07 1.2 1.1
## 61 2.4 7.794684e+02 1.823369e+06 1.4 1.3
## 62 2.3 7.111817e+02 1.757265e+07 1.5 1.5
## 63 2.1 5.261687e+02 1.698327e+07 1.7 1.7
## 64 2.0 5.552969e+02 1.644924e+06 1.9 1.9
## 65 0.2 1.356695e+04 NA 3.3 3.3
## 66 0.2 1.288830e+04 NA 3.3 3.3
## 67 0.2 1.222486e+04 NA 3.3 3.3
## 68 0.2 1.256544e+04 NA 3.3 3.3
## 69 0.1 1.192935e+04 NA 3.3 3.3
## 70 0.1 1.212688e+04 NA 3.3 3.3
## 71 0.1 1.312467e+03 NA 3.4 3.3
## 72 0.1 1.473319e+03 NA 3.4 3.3
## 73 0.1 1.425229e+04 NA 3.4 3.3
## 74 0.1 1.272439e+04 NA 3.4 3.4
## 75 0.1 1.137194e+04 NA 3.5 3.4
## 76 0.1 1.352837e+03 NA 3.5 3.4
## 77 0.1 9.739826e+03 NA 3.5 3.5
## 78 0.1 9.386716e+03 NA 3.6 3.5
## 79 0.1 9.358154e+03 NA 3.6 3.5
## 80 0.1 9.875162e+03 NA 3.7 3.6
## 81 0.1 1.346712e+04 4.341776e+07 1.0 0.9
## 82 0.1 1.224526e+04 4.298152e+07 1.0 0.9
## 83 0.1 1.297664e+04 4.253992e+07 1.0 0.9
## 84 0.1 1.296977e+04 4.296739e+06 1.0 0.9
## 85 0.1 1.272698e+04 4.165688e+07 1.0 0.9
## 86 0.1 1.276265e+03 4.122389e+07 1.0 0.9
## 87 0.1 8.161370e+03 4.799470e+05 1.0 0.9
## 88 0.1 8.953359e+03 4.382389e+06 1.0 0.9
## 89 0.1 7.193618e+03 3.997224e+06 1.1 0.9
## 90 0.1 5.878761e+03 3.955889e+06 1.1 0.9
## 91 0.1 5.768838e+02 3.914549e+07 1.1 1.0
## 92 0.1 4.251574e+03 3.872870e+07 1.1 1.0
## 93 0.1 3.334376e+02 3.839379e+06 1.2 1.0
## 94 0.1 2.579193e+03 3.788937e+06 1.2 1.0
## 95 0.1 7.176947e+02 3.747159e+06 1.2 1.1
## 96 0.1 7.669274e+03 3.757452e+06 1.2 1.1
## 97 0.1 3.696548e+02 2.916950e+05 2.1 2.2
## 98 0.1 3.994712e+03 2.962200e+04 2.1 2.1
## 99 0.1 3.843591e+03 2.893590e+05 2.1 2.1
## 100 0.1 3.684848e+03 2.881922e+06 2.0 2.1
## 101 0.1 3.526978e+03 2.875581e+06 2.0 2.1
## 102 0.1 3.218382e+03 2.877311e+06 2.0 2.1
## 103 0.1 2.993833e+03 2.888584e+06 2.0 2.1
## 104 0.1 4.126997e+01 2.982200e+04 2.0 2.1
## 105 0.1 3.138887e+03 2.933560e+05 2.0 2.1
## 106 0.1 2.158299e+03 2.958500e+04 2.0 2.1
## 107 0.1 1.643758e+03 2.981259e+06 2.0 2.1
## 108 0.1 1.191962e+03 3.612000e+03 2.0 2.1
## 109 0.1 9.316616e+01 3.178600e+04 2.0 2.1
## 110 0.1 7.832617e+02 3.338970e+05 2.1 2.1
## 111 0.1 6.944351e+02 3.565500e+04 2.1 2.1
## 112 0.1 6.227427e+02 3.695880e+05 2.1 2.2
## 113 0.1 5.655439e+04 2.378934e+07 0.6 0.6
## 114 0.1 6.221469e+04 2.346694e+06 0.6 0.6
## 115 0.1 6.779234e+04 2.311735e+07 0.6 0.6
## 116 0.1 6.767763e+04 2.272825e+07 0.6 0.6
## 117 0.1 6.224513e+04 2.234240e+05 0.6 0.6
## 118 0.1 5.187485e+04 2.231750e+05 0.7 0.6
## 119 0.1 4.274300e+04 2.169170e+05 0.7 0.6
## 120 0.1 4.966469e+04 2.124920e+05 0.7 0.6
## 121 0.1 4.991983e+03 2.827600e+04 0.7 0.6
## 122 0.1 3.611828e+04 2.697900e+04 0.7 0.6
## 123 0.1 3.416715e+03 2.394800e+04 0.7 0.6
## 124 0.1 3.472380e+03 2.127400e+04 0.7 0.6
## 125 0.1 2.346539e+04 1.989540e+05 0.7 0.7
## 126 0.1 2.818176e+02 1.965140e+05 0.7 0.7
## 127 0.1 1.951784e+04 1.941300e+04 0.7 0.7
## 128 0.1 2.169921e+03 1.915300e+04 0.7 0.7
## 129 0.1 4.366595e+04 8.633169e+06 1.9 2.1
## 130 0.1 5.132264e+04 8.541575e+06 1.8 2.0
## 131 0.1 5.547153e+02 8.479375e+06 1.8 2.0
## 132 0.1 4.833357e+04 8.429991e+06 1.8 2.0
## 133 0.1 5.112674e+04 8.391643e+06 1.7 2.0
## 134 0.1 4.665763e+04 8.363440e+05 1.7 1.9
## 135 0.1 4.765419e+04 8.343323e+06 1.7 1.9
## 136 0.1 5.138638e+04 8.321496e+06 1.7 1.9
## 137 0.1 4.658665e+04 8.295487e+06 1.7 1.9
## 138 0.1 4.439936e+02 8.268641e+06 1.7 1.9
## 139 0.1 3.824243e+04 8.227829e+06 1.7 1.9
## 140 0.1 3.669343e+04 8.171966e+06 1.7 1.9
## 141 0.1 3.212936e+03 8.121423e+06 1.7 1.9
## 142 0.1 2.635138e+04 8.819570e+05 1.7 1.9
## 143 0.1 2.448974e+04 8.422930e+05 1.7 1.9
## 144 0.1 2.451727e+04 8.115660e+05 1.7 1.9
## 145 0.1 5.531382e+01 9.649341e+06 2.8 2.9
## 146 0.1 7.891300e+03 9.535790e+05 2.8 2.9
## 147 0.1 7.875757e+03 9.416810e+05 2.8 2.8
## 148 0.1 7.496336e+03 9.295784e+06 2.8 2.8
## 149 0.1 7.189691e+03 9.173820e+05 2.8 2.9
## 150 0.1 5.842858e+03 9.543320e+05 2.8 2.9
## 151 0.1 4.952948e+02 8.947243e+06 2.8 2.9
## 152 0.1 5.574638e+03 8.763400e+04 2.8 2.9
## 153 0.1 3.851438e+03 8.581300e+04 2.8 2.9
## 154 0.1 2.473858e+03 8.484550e+05 2.9 2.9
## 155 0.1 1.578424e+03 8.391850e+05 2.9 3.0
## 156 0.1 1.452163e+02 8.365000e+03 3.0 3.0
## 157 0.1 8.836440e+02 8.234100e+04 3.0 3.0
## 158 0.1 7.637386e+02 8.171950e+05 3.1 3.1
## 159 0.1 7.368384e+01 8.111200e+04 3.1 3.1
## 160 0.1 6.559743e+02 8.486000e+03 3.2 3.1
## 161 0.1 NA NA 2.5 2.5
## 162 0.1 NA NA 2.5 2.5
## 163 0.1 NA NA 2.5 2.5
## 164 0.2 NA NA 2.5 2.5
## 165 0.1 NA NA 2.5 2.5
## 166 0.2 NA NA 2.5 2.5
## 167 0.1 NA NA 2.5 2.5
## 168 0.1 NA NA 2.5 2.5
## 169 0.1 NA NA 2.5 2.5
## 170 0.1 NA NA 2.5 2.5
## 171 0.1 NA NA 2.6 2.5
## 172 0.1 NA NA 2.6 2.5
## 173 0.1 NA NA 2.6 2.5
## 174 0.1 NA NA 2.6 2.6
## 175 0.2 NA NA 2.7 2.6
## 176 0.1 NA NA 2.7 2.6
## 177 0.1 2.268888e+04 NA 6.2 6.1
## 178 0.1 2.498338e+04 NA 6.1 6.0
## 179 0.1 2.511833e+02 NA 6.1 6.0
## 180 0.1 2.364937e+04 NA 6.1 6.0
## 181 0.1 2.281124e+03 NA 6.1 6.0
## 182 0.1 2.722139e+03 NA 6.0 5.9
## 183 0.1 1.935667e+04 NA 6.0 5.9
## 184 0.1 2.367565e+03 NA 6.0 5.9
## 185 0.1 2.977115e+03 NA 6.1 5.9
## 186 0.1 1.937995e+03 NA 6.1 5.9
## 187 0.1 1.795918e+04 NA 6.1 5.9
## 188 0.1 1.584648e+04 NA 6.1 5.9
## 189 0.1 1.422199e+04 NA 6.1 5.9
## 190 0.1 1.312335e+03 NA 6.2 5.9
## 191 0.1 1.286821e+04 NA 6.2 6.0
## 192 0.1 1.363635e+04 NA 6.2 6.0
## 193 0.1 1.211581e+02 1.612886e+06 17.9 18.3
## 194 0.1 1.845654e+02 1.594528e+07 18.1 18.6
## 195 0.1 9.518895e+02 1.575713e+08 18.3 18.8
## 196 0.1 8.563429e+02 1.557275e+07 18.5 19.0
## 197 0.1 8.357893e+02 1.539119e+08 18.7 19.2
## 198 0.1 7.576718e+02 1.521491e+07 18.9 19.4
## 199 0.1 6.811254e+02 1.545478e+06 19.1 19.7
## 200 0.1 6.157775e+02 1.488581e+07 19.3 19.9
## 201 0.1 5.416515e+02 1.471392e+08 19.5 2.1
## 202 0.1 4.945147e+02 1.453684e+06 19.7 2.3
## 203 0.1 4.841555e+02 1.434311e+07 19.9 2.5
## 204 0.1 4.675792e+01 1.413749e+07 2.1 2.7
## 205 0.1 4.327389e+02 1.391910e+05 2.3 2.9
## 206 0.1 4.613575e+00 1.366667e+06 2.5 21.1
## 207 0.1 4.259812e+01 1.341716e+06 2.7 21.3
## 208 0.1 4.563371e+01 1.315812e+08 2.9 21.5
## 209 0.1 1.555784e+04 NA 3.8 3.7
## 210 0.1 1.535967e+04 NA 3.8 3.7
## 211 0.1 1.547278e+04 NA 3.8 3.8
## 212 0.1 1.538487e+04 NA 3.8 3.8
## 213 0.1 1.553416e+04 NA 3.8 3.8
## 214 0.1 1.595912e+03 NA 3.8 3.8
## 215 0.1 1.652332e+04 NA 3.8 3.8
## 216 0.1 1.657323e+03 NA 3.9 3.9
## 217 0.1 1.646249e+04 NA 3.9 3.9
## 218 0.1 1.564656e+04 NA 4.0 3.9
## 219 0.1 1.422387e+04 NA 4.0 4.0
## 220 0.2 1.286886e+04 NA 4.1 4.0
## 221 0.4 1.228545e+03 NA 4.1 4.1
## 222 0.8 1.167539e+04 NA 4.2 4.1
## 223 0.7 1.151387e+04 NA 4.2 4.2
## 224 0.9 1.156811e+04 NA 4.3 4.2
## 225 0.1 5.949117e+03 9.489616e+06 1.9 2.0
## 226 0.1 8.318429e+03 9.474511e+06 1.9 2.0
## 227 0.1 7.978825e+03 9.465997e+06 2.0 2.0
## 228 0.1 6.942439e+02 9.464495e+06 2.0 2.1
## 229 0.1 6.519718e+03 9.473172e+06 2.0 2.1
## 230 0.1 6.338877e+01 9.495830e+05 2.0 2.2
## 231 0.1 5.176173e+03 9.567650e+05 2.1 2.2
## 232 0.1 6.376183e+03 9.527985e+06 2.1 2.3
## 233 0.1 4.735485e+03 9.569530e+05 2.2 2.3
## 234 0.1 3.848216e+03 9.649240e+05 2.2 2.4
## 235 0.1 3.126718e+03 9.663915e+06 2.3 2.5
## 236 0.1 2.378339e+03 9.731460e+05 2.4 2.5
## 237 0.1 1.819526e+03 9.796749e+06 2.5 2.6
## 238 0.1 1.479383e+03 9.865548e+06 2.5 2.7
## 239 0.1 1.244373e+03 9.928549e+06 2.6 2.7
## 240 0.1 1.276288e+03 9.979610e+05 2.7 2.8
## 241 0.1 4.356875e+03 1.127420e+07 1.0 1.0
## 242 0.1 4.743940e+04 1.129570e+05 1.0 1.0
## 243 0.1 4.651386e+03 1.118282e+07 1.0 0.9
## 244 0.1 4.474572e+03 1.112825e+07 0.9 0.9
## 245 0.1 4.772774e+03 1.147744e+06 0.9 0.9
## 246 0.1 4.438237e+03 1.895586e+06 0.9 0.9
## 247 0.1 4.488561e+03 1.796493e+06 0.9 0.9
## 248 0.1 4.842459e+04 1.799730e+05 0.8 0.8
## 249 0.1 4.443831e+03 1.625700e+04 0.8 0.8
## 250 0.1 3.885236e+04 1.547958e+06 0.8 0.8
## 251 0.1 3.696728e+04 1.478617e+06 0.8 0.8
## 252 0.1 3.558971e+04 1.421137e+06 0.8 0.8
## 253 0.1 3.743957e+03 1.376133e+06 0.8 0.8
## 254 0.1 2.552333e+03 1.332785e+06 0.8 0.8
## 255 0.1 2.312157e+04 1.286570e+05 0.8 0.8
## 256 0.1 2.327459e+03 1.251250e+05 0.8 0.8
## 257 0.2 4.849997e+03 3.592880e+05 3.5 3.4
## 258 0.2 4.852224e+03 3.516940e+05 3.4 3.4
## 259 0.2 4.688538e+03 3.441810e+05 3.4 3.4
## 260 0.1 4.673638e+03 3.367100e+04 3.5 3.4
## 261 0.5 4.516247e+03 3.291920e+05 3.5 3.4
## 262 0.2 4.344152e+03 3.216800e+04 3.5 3.4
## 263 0.3 4.258789e+03 3.139290e+05 3.5 3.4
## 264 0.1 4.472280e+02 3.616500e+04 3.5 3.4
## 265 0.6 4.324876e+03 2.984700e+04 3.5 3.5
## 266 0.6 4.187378e+03 2.974700e+04 3.6 3.5
## 267 0.8 3.933332e+03 2.832770e+05 3.6 3.5
## 268 0.8 3.831538e+03 2.768900e+04 3.6 3.5
## 269 1.5 3.679995e+03 2.691300e+04 3.6 3.6
## 270 0.1 3.556562e+03 2.622600e+04 3.7 3.6
## 271 0.4 3.419276e+03 2.549840e+05 3.7 3.7
## 272 0.3 3.364424e+03 2.473150e+05 3.8 3.7
## 273 1.0 7.839479e+02 1.575952e+06 6.9 6.8
## 274 1.1 9.436866e+02 1.286712e+06 7.1 6.9
## 275 1.2 9.152675e+02 1.445100e+04 7.2 7.1
## 276 1.3 8.379551e+02 9.729160e+05 7.4 7.3
## 277 1.4 8.259428e+02 9.468200e+04 7.6 7.5
## 278 1.4 7.576960e+02 9.199259e+06 7.8 7.6
## 279 1.6 7.934524e+02 8.944760e+05 7.9 7.8
## 280 1.8 8.215135e+01 8.696916e+06 8.1 8.0
## 281 2.0 7.653542e+01 8.454791e+06 8.3 8.2
## 282 2.0 6.258392e+02 8.216896e+06 8.5 8.4
## 283 2.1 6.179998e+01 7.982225e+06 8.7 8.6
## 284 2.1 5.834935e+02 7.754000e+03 8.9 8.8
## 285 2.1 5.192923e+02 7.525550e+05 9.1 9.0
## 286 2.1 4.186986e+02 7.295394e+06 9.3 9.2
## 287 2.1 3.787365e+02 7.767330e+05 9.5 9.4
## 288 2.0 3.741924e+02 6.865951e+06 9.7 9.6
## 289 0.5 2.613645e+03 7.873860e+05 15.4 16.0
## 290 0.5 2.522797e+03 7.764480e+05 15.7 16.2
## 291 0.6 2.358829e+02 7.649610e+05 15.9 16.5
## 292 0.6 2.422816e+03 7.529670e+05 16.1 16.7
## 293 0.5 2.458460e+03 7.451000e+03 16.3 17.0
## 294 0.5 2.178921e+03 7.276410e+05 16.6 17.3
## 295 0.4 1.772345e+02 7.144580e+05 16.8 17.5
## 296 0.4 1.795181e+03 7.950000e+02 17.1 17.8
## 297 0.3 1.741143e+03 6.869580e+05 17.3 18.1
## 298 0.3 1.335457e+03 6.722280e+05 17.5 18.3
## 299 0.3 1.247614e+03 6.566390e+05 17.8 18.6
## 300 0.3 1.974579e+02 6.428200e+04 18.0 18.8
## 301 0.2 9.977417e+02 6.234340e+05 18.3 19.1
## 302 0.1 8.856382e+02 6.639900e+04 18.6 19.4
## 303 0.1 8.793877e+01 5.896000e+03 18.9 19.6
## 304 0.1 7.658632e+02 5.734160e+05 19.2 19.9
## 305 0.1 NA NA 1.2 1.1
## 306 0.1 NA NA 1.2 1.1
## 307 0.1 NA NA 1.2 1.1
## 308 0.1 NA NA 1.2 1.1
## 309 0.2 NA NA 1.2 1.1
## 310 0.2 NA NA 1.2 1.1
## 311 0.2 NA NA 1.2 1.1
## 312 0.2 NA NA 1.3 1.1
## 313 0.2 NA NA 1.3 1.2
## 314 0.2 NA NA 1.3 1.2
## 315 0.2 NA NA 1.3 1.2
## 316 0.2 NA NA 1.4 1.2
## 317 0.2 NA NA 1.4 1.3
## 318 0.1 NA NA 1.4 1.3
## 319 0.1 NA NA 1.5 1.4
## 320 0.1 NA NA 1.5 1.4
## 321 0.1 4.574979e+03 3.535961e+06 2.3 2.3
## 322 0.1 5.193949e+03 3.566200e+04 2.4 2.4
## 323 0.1 5.358655e+02 3.649990e+05 2.4 2.4
## 324 0.1 4.716673e+03 3.648200e+04 2.5 2.5
## 325 0.1 5.515683e+01 3.688865e+06 2.6 2.5
## 326 0.1 4.611473e+03 3.722840e+05 2.6 2.6
## 327 0.1 4.697897e+03 3.746561e+06 2.7 2.7
## 328 0.1 5.753166e+02 3.763599e+06 2.8 2.7
## 329 0.1 4.182922e+02 3.774000e+03 2.8 2.8
## 330 0.1 3.443217e+02 3.779468e+06 2.9 2.8
## 331 0.1 2.968412e+03 3.781530e+05 2.9 2.9
## 332 0.1 2.656427e+02 3.781287e+06 3.0 3.0
## 333 0.1 2.214732e+03 3.779247e+06 3.0 3.0
## 334 0.1 1.761538e+03 3.775870e+05 3.1 3.1
## 335 0.1 1.524412e+03 3.771284e+06 3.2 3.2
## 336 0.1 1.461755e+03 3.766760e+05 3.3 3.2
## 337 2.2 6.532651e+03 2.291970e+05 6.4 6.1
## 338 2.3 7.497762e+03 2.168573e+06 6.7 6.4
## 339 2.8 7.762578e+01 2.128570e+05 7.0 6.7
## 340 4.4 7.292315e+02 2.893150e+05 7.3 7.0
## 341 5.5 7.645215e+03 2.513390e+05 7.7 7.4
## 342 6.2 6.346156e+03 2.148660e+05 8.0 7.8
## 343 9.0 5.185730e+03 1.979882e+06 8.4 8.2
## 344 12.7 5.623380e+03 1.946351e+06 8.8 8.6
## 345 13.4 5.714479e+03 1.914414e+06 9.2 9.0
## 346 14.4 5.374555e+03 1.884238e+06 9.6 9.4
## 347 20.6 5.351254e+03 1.855852e+06 1.0 9.9
## 348 28.4 4.896584e+03 1.829330e+05 1.5 1.4
## 349 31.9 4.163660e+03 1.843390e+05 1.9 1.8
## 350 34.6 3.556184e+02 1.779953e+06 11.4 11.3
## 351 37.2 3.128978e+03 1.754935e+06 11.8 11.8
## 352 38.8 3.349688e+03 1.728340e+05 12.3 12.2
## 353 0.1 8.757262e+03 2.596218e+06 2.7 2.6
## 354 0.1 1.226617e+03 2.421313e+07 2.7 2.7
## 355 0.1 1.221694e+04 2.248632e+06 2.8 2.7
## 356 0.1 1.229147e+04 2.569830e+05 2.8 2.8
## 357 0.1 1.316747e+04 1.986867e+08 2.9 2.8
## 358 0.1 1.122415e+04 1.967963e+08 2.9 2.9
## 359 0.1 8.553385e+03 1.948960e+08 3.0 2.9
## 360 0.1 8.787614e+03 1.929793e+07 3.0 3.0
## 361 0.1 7.313558e+03 1.912664e+07 3.1 3.0
## 362 0.1 5.861460e+02 1.891241e+07 3.1 3.1
## 363 0.1 4.771827e+02 1.869174e+08 3.2 3.1
## 364 0.1 3.623477e+03 1.847385e+08 3.2 3.2
## 365 0.1 3.595876e+02 1.824821e+08 3.3 3.3
## 366 0.1 2.819650e+03 1.815121e+06 3.3 3.3
## 367 0.1 3.146952e+03 1.777567e+06 3.4 3.4
## 368 0.1 3.739119e+03 1.752876e+08 3.4 3.4
## 369 0.1 3.967895e+03 NA 5.7 5.1
## 370 0.1 4.159865e+03 NA 5.7 5.2
## 371 0.1 4.459728e+04 NA 5.8 5.2
## 372 0.1 4.765126e+04 NA 5.8 5.3
## 373 0.1 4.717273e+03 NA 5.9 5.4
## 374 0.1 3.526811e+04 NA 5.9 5.4
## 375 0.1 2.796548e+04 NA 6.0 5.5
## 376 0.1 3.795129e+04 NA 6.1 5.6
## 377 0.1 3.267237e+04 NA 6.2 5.7
## 378 0.1 3.989669e+02 NA 6.3 5.8
## 379 0.1 2.612133e+03 NA 6.4 5.9
## 380 0.1 2.189665e+04 NA 6.5 6.0
## 381 0.1 1.855557e+04 NA 6.6 6.1
## 382 0.1 1.684622e+04 NA 6.7 6.1
## 383 0.1 1.646813e+04 NA 6.8 6.2
## 384 0.1 1.884483e+02 NA 6.8 6.3
## 385 0.1 6.993477e+03 7.177991e+06 1.9 1.8
## 386 0.1 7.853335e+03 7.223938e+06 1.9 1.9
## 387 0.1 7.674866e+03 7.265115e+06 1.9 1.9
## 388 0.1 7.378255e+03 7.358880e+05 1.9 1.9
## 389 0.1 7.813835e+03 7.348328e+06 2.0 2.0
## 390 0.1 6.843263e+03 7.395599e+06 2.0 2.0
## 391 0.1 6.955988e+03 7.444443e+06 2.0 2.1
## 392 0.1 7.296122e+03 7.492561e+06 2.1 2.1
## 393 0.1 5.932900e+03 7.545338e+06 2.1 2.2
## 394 0.1 4.513136e+03 7.612200e+04 2.2 2.2
## 395 0.1 3.893690e+03 7.658972e+06 2.2 2.3
## 396 0.1 3.381578e+03 7.716860e+05 2.3 2.3
## 397 0.1 2.714682e+02 7.775327e+06 2.3 2.4
## 398 0.1 2.875348e+02 7.837161e+06 2.4 2.4
## 399 0.1 1.764974e+03 8.914200e+04 2.4 2.5
## 400 0.1 1.692859e+02 8.171720e+05 2.5 2.5
## 401 0.6 6.155922e+02 1.811624e+06 8.0 7.5
## 402 0.6 7.514641e+01 1.758598e+07 8.2 7.7
## 403 0.7 6.994528e+02 1.772723e+06 8.4 7.9
## 404 0.8 6.738227e+02 1.657122e+07 8.6 8.1
## 405 0.9 6.668428e+02 1.681940e+05 8.8 8.4
## 406 1.0 5.754465e+02 1.565217e+06 9.0 8.6
## 407 1.1 5.527456e+02 1.514199e+06 9.3 8.8
## 408 1.5 5.697613e+02 1.468973e+07 9.5 9.1
## 409 1.7 4.751112e+02 1.425221e+06 9.8 9.3
## 410 2.0 4.226332e+02 1.382918e+07 1.0 9.6
## 411 2.3 4.699887e+01 1.342193e+06 1.3 9.8
## 412 2.5 3.713239e+02 1.335690e+05 1.5 1.1
## 413 2.9 3.323444e+02 1.265462e+07 1.7 1.3
## 414 3.2 2.676354e+01 1.229310e+05 11.0 1.6
## 415 3.6 2.354912e+02 1.194459e+07 11.2 1.8
## 416 4.0 2.264760e+02 1.167942e+06 11.4 11.1
## 417 0.7 3.368122e+01 1.199270e+05 7.3 7.2
## 418 0.7 3.127490e+02 9.891790e+05 7.4 7.3
## 419 1.0 2.827555e+02 9.618600e+04 7.4 7.4
## 420 1.2 2.652857e+02 9.319710e+05 7.5 7.5
## 421 1.5 2.647997e+01 9.435800e+04 7.6 7.6
## 422 1.9 2.311943e+02 8.766930e+05 7.7 7.7
## 423 2.4 2.494465e+01 8.489310e+05 7.8 7.8
## 424 2.9 1.962473e+02 8.212264e+06 7.9 7.9
## 425 3.4 1.779995e+01 7.939573e+06 8.0 8.0
## 426 3.8 1.658794e+02 7.675338e+06 8.1 8.2
## 427 4.3 1.557434e+01 7.423289e+06 8.2 8.3
## 428 4.8 1.274297e+02 7.182451e+06 8.4 8.4
## 429 5.1 1.128494e+02 6.953113e+06 8.5 8.5
## 430 5.2 1.224336e+02 6.741569e+06 8.7 8.7
## 431 5.3 1.337428e+02 6.555829e+06 8.8 8.8
## 432 5.2 1.359984e+02 6.476000e+03 9.0 8.9
## 433 1.9 NA NA 5.5 5.5
## 434 2.0 NA NA 5.6 5.6
## 435 2.4 NA NA 5.8 5.7
## 436 2.9 NA NA 5.9 5.9
## 437 3.3 NA NA 6.1 6.0
## 438 3.3 NA NA 6.3 6.2
## 439 3.7 NA NA 6.5 6.4
## 440 4.1 NA NA 6.6 6.6
## 441 5.3 NA NA 6.8 6.7
## 442 5.8 NA NA 7.0 6.9
## 443 6.1 NA NA 7.2 7.1
## 444 6.5 NA NA 7.3 7.3
## 445 6.7 NA NA 7.5 7.5
## 446 6.9 NA NA 7.7 7.7
## 447 7.0 NA NA 7.9 7.9
## 448 7.1 NA NA 8.1 8.1
## 449 0.2 2.954119e+03 5.329130e+05 6.6 6.6
## 450 0.2 3.529618e+03 5.264370e+05 6.8 6.7
## 451 0.2 3.558796e+03 5.216000e+03 6.9 6.9
## 452 0.3 3.484828e+02 5.139790e+05 7.1 7.1
## 453 0.3 3.674295e+02 5.867000e+03 7.3 7.2
## 454 0.4 3.312826e+03 5.238400e+04 7.4 7.4
## 455 0.4 3.444557e+03 4.969630e+05 7.6 7.6
## 456 0.4 3.638959e+03 4.917230e+05 7.8 7.8
## 457 0.6 3.112286e+03 4.864380e+05 8.1 8.0
## 458 0.6 2.342899e+02 4.879500e+04 8.3 8.3
## 459 0.8 2.481346e+02 4.745670e+05 8.5 8.5
## 460 0.8 1.976459e+03 4.676640e+05 8.7 8.7
## 461 0.9 1.768921e+03 4.614700e+04 8.9 8.9
## 462 0.8 1.373516e+03 4.521600e+04 9.2 9.1
## 463 0.8 1.268885e+03 4.437160e+05 9.4 9.3
## 464 0.8 1.239378e+03 4.357900e+04 9.6 9.5
## 465 0.2 1.163190e+03 1.551764e+07 1.9 1.9
## 466 0.2 1.986871e+02 1.527790e+05 1.9 11.0
## 467 0.2 1.284196e+02 1.522692e+06 11.0 11.1
## 468 0.3 9.524413e+01 1.477687e+07 11.0 11.2
## 469 0.3 8.824915e+02 1.453789e+07 11.0 11.2
## 470 0.5 7.856929e+02 1.438740e+05 11.0 11.3
## 471 0.6 7.382327e+02 1.492800e+04 11.1 11.4
## 472 0.7 7.457878e+02 1.388590e+05 11.2 11.4
## 473 0.9 6.316758e+02 1.367669e+07 11.3 11.5
## 474 1.1 5.398792e+02 1.347449e+07 11.4 11.6
## 475 1.4 4.742239e+02 1.327210e+05 11.5 11.6
## 476 1.7 4.861518e+01 1.363377e+06 11.6 11.7
## 477 1.9 3.624214e+02 1.285312e+07 11.6 11.7
## 478 2.1 3.396770e+02 1.263473e+07 11.6 11.8
## 479 2.2 3.212263e+02 1.242473e+06 11.6 11.8
## 480 2.1 3.685949e+00 1.215235e+07 11.6 11.9
## 481 3.5 1.244429e+03 2.283452e+07 5.6 5.5
## 482 3.7 1.441142e+03 2.223994e+06 5.7 5.7
## 483 4.0 1.365344e+03 2.165572e+07 5.8 5.8
## 484 4.6 1.255648e+03 2.182383e+06 5.9 5.9
## 485 4.9 1.295650e+03 2.524470e+05 6.0 6.0
## 486 5.5 1.182869e+03 1.997495e+06 6.1 6.2
## 487 6.3 1.231954e+02 1.943254e+07 6.3 6.3
## 488 6.7 1.233524e+03 1.897800e+04 6.4 6.5
## 489 7.0 1.117119e+02 1.839539e+07 6.6 6.6
## 490 7.2 1.298916e+01 1.789956e+07 6.7 6.8
## 491 7.4 9.521872e+02 1.742795e+06 6.9 7.0
## 492 7.5 9.321172e+01 1.695981e+06 7.0 7.1
## 493 7.7 8.248689e+02 1.651382e+07 7.2 7.3
## 494 7.8 6.763977e+02 1.684886e+06 7.4 7.5
## 495 7.9 6.146729e+02 1.567193e+07 7.5 7.7
## 496 7.7 6.841440e+01 1.527423e+07 7.7 7.8
## 497 0.1 4.331574e+04 3.584861e+06 0.6 0.5
## 498 0.1 5.444338e+02 3.554456e+07 0.5 0.5
## 499 0.1 5.241372e+04 3.515545e+07 0.5 0.5
## 500 0.1 5.249669e+04 3.475545e+06 0.5 0.5
## 501 0.1 5.282218e+03 3.434278e+06 0.5 0.5
## 502 0.1 4.744748e+04 3.452740e+05 0.5 0.4
## 503 0.1 4.773454e+03 3.362857e+07 0.5 0.4
## 504 0.1 4.659634e+04 3.324577e+07 0.5 0.4
## 505 0.1 4.454453e+04 3.288793e+07 0.5 0.4
## 506 0.1 4.386699e+03 3.257550e+05 0.5 0.4
## 507 0.1 3.618959e+04 3.231200e+04 0.5 0.4
## 508 0.1 3.197987e+04 3.199500e+04 0.5 0.4
## 509 0.1 2.817215e+04 3.167600e+04 0.5 0.4
## 510 0.1 2.416784e+04 3.136200e+04 0.5 0.4
## 511 0.1 2.369159e+04 3.181900e+04 0.5 0.4
## 512 0.1 2.412417e+04 3.769700e+04 0.5 0.5
## 513 4.4 3.483814e+02 4.546100e+04 8.2 8.2
## 514 4.5 3.771323e+02 4.515392e+06 8.4 8.3
## 515 5.1 3.374850e+02 4.499653e+06 8.5 8.5
## 516 5.1 4.864111e+02 4.494160e+05 8.7 8.6
## 517 5.8 4.943368e+02 4.476153e+06 8.8 8.8
## 518 6.6 4.464434e+02 4.448525e+06 9.0 8.9
## 519 7.3 4.499618e+02 4.442300e+04 9.1 9.1
## 520 8.3 4.568614e+02 4.345386e+06 9.3 9.2
## 521 9.0 3.971485e+02 4.275800e+04 9.4 9.4
## 522 10.0 3.476737e+02 4.217580e+05 9.6 9.6
## 523 11.2 3.271149e+02 4.127910e+05 9.7 9.7
## 524 12.0 3.132160e+02 4.553600e+04 9.9 9.9
## 525 12.8 2.862582e+02 3.981665e+06 1.0 1.1
## 526 13.4 2.537683e+02 3.976120e+05 1.2 1.2
## 527 13.9 2.431586e+02 3.832230e+05 1.4 1.4
## 528 14.3 2.435429e+02 3.754986e+06 1.5 1.5
## 529 2.8 7.772488e+02 1.494130e+05 8.5 8.4
## 530 2.9 1.259985e+02 1.356944e+07 8.7 8.5
## 531 3.1 9.861318e+02 1.313359e+07 8.8 8.7
## 532 3.6 9.734726e+02 1.275135e+06 9.0 8.9
## 533 3.9 9.892364e+02 1.228865e+07 9.2 9.1
## 534 4.1 8.965697e+02 1.188722e+06 9.4 9.3
## 535 4.4 8.445594e+01 1.152786e+06 9.6 9.5
## 536 4.7 9.297724e+02 1.113386e+07 9.8 9.7
## 537 4.9 8.168388e+01 1.775780e+05 1.0 1.0
## 538 5.1 7.121848e+02 1.421597e+06 1.3 1.2
## 539 5.2 6.624214e+01 1.679000e+03 1.5 1.4
## 540 5.2 4.546766e+02 9.714300e+04 1.7 1.6
## 541 5.1 2.925914e+02 9.353210e+05 1.9 1.8
## 542 5.0 2.285482e+01 9.168900e+04 11.1 11.0
## 543 4.8 1.973156e+02 8.663120e+05 11.3 11.2
## 544 4.6 1.662318e+02 8.342559e+06 11.5 11.4
## 545 0.1 1.365323e+04 1.776268e+07 0.8 0.8
## 546 0.1 1.481738e+04 1.761380e+07 0.8 0.8
## 547 0.1 1.594140e+04 1.746298e+07 0.8 0.8
## 548 0.1 1.543193e+04 1.739746e+06 0.8 0.8
## 549 0.1 1.475692e+03 1.715336e+07 0.8 0.8
## 550 0.1 1.286178e+03 1.699335e+07 0.8 0.9
## 551 0.1 1.243328e+03 1.682944e+07 0.8 0.9
## 552 0.1 1.781367e+03 1.666194e+07 0.9 0.9
## 553 0.1 1.526877e+03 1.649169e+07 0.9 0.9
## 554 0.1 9.484681e+03 1.631979e+07 0.9 0.9
## 555 0.1 7.615347e+03 1.614764e+06 0.9 1.0
## 556 0.1 6.218283e+02 1.597378e+07 0.9 1.0
## 557 0.1 4.787700e+03 1.579954e+07 1.0 1.0
## 558 0.1 4.463546e+03 1.562364e+07 1.0 1.0
## 559 0.1 4.595666e+03 1.544497e+07 1.0 1.0
## 560 0.1 5.113685e+02 1.526275e+07 1.1 1.1
## 561 0.1 8.692119e+02 1.371220e+05 3.6 2.9
## 562 0.1 7.683524e+03 1.364270e+05 3.7 3.0
## 563 0.1 7.777759e+02 1.357380e+05 3.8 3.2
## 564 0.1 6.337883e+03 1.356950e+05 3.9 3.3
## 565 0.1 5.633796e+03 1.344130e+05 4.1 3.5
## 566 0.1 4.565125e+02 1.337750e+05 4.2 3.6
## 567 0.1 3.838434e+03 1.331260e+05 4.4 3.8
## 568 0.1 3.471248e+03 1.324655e+06 4.5 4.0
## 569 0.1 2.695366e+03 1.317885e+06 4.7 4.1
## 570 0.1 2.992297e+02 1.311200e+04 4.8 4.3
## 571 0.1 1.753418e+03 1.337200e+04 5.0 4.4
## 572 0.1 1.586685e+02 1.296750e+05 5.1 4.6
## 573 0.1 1.288643e+03 1.288400e+04 5.3 4.7
## 574 0.1 1.148586e+03 1.284000e+03 5.5 4.9
## 575 0.1 1.531824e+02 1.271850e+05 5.7 5.0
## 576 0.1 9.593722e+02 1.262645e+06 5.9 5.1
## 577 0.1 6.445256e+02 4.822870e+07 2.1 1.9
## 578 0.1 7.913383e+03 4.779191e+07 2.1 1.9
## 579 0.1 8.358630e+01 4.734298e+07 2.1 1.9
## 580 0.1 7.884984e+03 4.688148e+07 2.1 1.9
## 581 0.1 7.227740e+03 4.646646e+06 2.2 2.0
## 582 0.1 6.256554e+02 4.591897e+06 2.2 2.0
## 583 0.1 5.148422e+03 4.541618e+07 2.2 2.0
## 584 0.1 5.433725e+03 4.491544e+06 2.3 2.0
## 585 0.1 4.674220e+03 4.437457e+07 2.3 2.1
## 586 0.1 3.797878e+02 4.383572e+07 2.3 2.1
## 587 0.1 3.386256e+03 4.328563e+07 2.4 2.1
## 588 0.1 2.742494e+02 4.272416e+07 2.4 2.2
## 589 0.1 2.246257e+03 4.215215e+07 2.5 2.2
## 590 0.1 2.355726e+03 4.157249e+07 2.5 2.3
## 591 0.1 2.395857e+03 4.988990e+05 2.5 2.3
## 592 0.1 2.472198e+03 4.439580e+05 2.6 2.3
## 593 0.8 7.276464e+02 7.774240e+05 6.7 6.5
## 594 0.8 8.529544e+02 7.593850e+05 6.8 6.6
## 595 0.8 8.343419e+02 7.415000e+03 6.8 6.6
## 596 0.8 7.886327e+02 7.238680e+05 6.9 6.7
## 597 0.2 8.297587e+02 7.656900e+04 7.0 6.8
## 598 0.1 7.691743e+02 6.896920e+05 7.1 6.9
## 599 0.1 7.785454e+02 6.732520e+05 7.2 7.0
## 600 0.1 7.959752e+02 6.572290e+05 7.2 7.1
## 601 0.1 7.275931e+01 6.416200e+04 7.3 7.2
## 602 0.1 6.483872e+02 6.264250e+05 7.4 7.3
## 603 0.1 6.219337e+02 6.116270e+05 7.5 7.4
## 604 0.1 6.164197e+02 5.972280e+05 7.5 7.5
## 605 0.1 5.445665e+02 5.832110e+05 7.6 7.6
## 606 0.1 4.332691e+02 5.694790e+05 7.7 7.7
## 607 0.1 3.959319e+02 5.558880e+05 7.8 7.8
## 608 0.1 3.758529e+02 5.423570e+05 7.9 7.9
## 609 2.8 NA NA 7.5 7.1
## 610 3.0 NA NA 7.6 7.3
## 611 3.0 NA NA 7.7 7.4
## 612 3.3 NA NA 7.9 7.5
## 613 3.5 NA NA 8.0 7.6
## 614 3.8 NA NA 8.1 7.7
## 615 4.0 NA NA 8.3 7.9
## 616 4.3 NA NA 8.4 8.0
## 617 5.0 NA NA 8.5 8.2
## 618 5.5 NA NA 8.7 8.3
## 619 5.9 NA NA 8.8 8.5
## 620 6.3 NA NA 9.0 8.6
## 621 6.8 NA NA 9.1 8.8
## 622 7.2 NA NA 9.3 8.9
## 623 7.6 NA NA 9.4 9.0
## 624 7.8 NA NA 9.5 9.2
## 625 0.1 NA NA 0.1 0.1
## 626 0.1 1.146363e+03 4.878520e+05 1.7 1.7
## 627 0.1 1.647442e+03 4.757575e+06 1.7 1.7
## 628 0.1 1.569666e+03 4.764100e+04 1.7 1.7
## 629 0.1 9.985370e+03 4.654122e+06 1.8 1.7
## 630 0.1 9.186596e+03 4.647400e+04 1.8 1.7
## 631 0.1 8.199415e+03 4.545280e+05 1.8 1.8
## 632 0.1 6.893962e+02 4.488263e+06 1.9 1.8
## 633 0.1 6.911136e+03 4.429580e+05 1.9 1.8
## 634 0.1 6.126234e+02 4.369469e+06 1.9 1.9
## 635 0.1 5.245187e+03 4.387940e+05 2.0 1.9
## 636 0.1 4.697111e+03 4.247841e+06 2.0 2.0
## 637 0.1 4.425575e+03 4.187380e+05 2.1 2.0
## 638 0.1 4.167714e+03 4.125971e+06 2.2 2.1
## 639 0.1 4.621497e+02 4.632400e+04 2.2 2.2
## 640 0.1 3.981528e+03 3.996798e+06 2.3 2.2
## 641 0.1 3.883637e+02 3.925443e+06 2.4 2.3
## 642 0.1 1.157967e+04 4.236400e+04 1.5 1.4
## 643 0.1 1.346747e+04 4.238389e+06 1.5 1.5
## 644 0.1 1.357475e+04 4.255689e+06 1.5 1.5
## 645 0.1 1.323598e+04 4.267558e+06 1.5 1.5
## 646 0.1 1.453918e+04 4.286220e+05 1.6 1.5
## 647 0.1 1.355746e+03 4.417781e+06 1.6 1.6
## 648 0.1 1.415714e+04 4.429780e+05 1.7 1.6
## 649 0.1 1.589387e+04 4.434580e+05 1.7 1.7
## 650 0.1 1.354670e+04 4.436000e+03 1.8 1.7
## 651 0.1 1.136342e+04 4.440000e+02 1.8 1.8
## 652 0.1 1.224246e+03 4.442000e+03 1.8 1.8
## 653 0.1 9.365742e+03 4.439000e+03 1.9 1.9
## 654 0.1 7.858814e+02 4.440000e+02 1.9 1.9
## 655 0.1 6.537164e+02 4.440000e+02 2.0 2.0
## 656 0.1 5.245421e+03 4.440000e+02 2.0 2.0
## 657 0.1 4.919629e+03 4.426000e+03 2.1 2.1
## 658 0.1 7.622612e+02 NA 3.5 3.3
## 659 0.1 7.551990e+01 NA 3.4 3.3
## 660 0.1 6.761534e+02 NA 3.4 3.3
## 661 0.1 6.425941e+03 NA 3.4 3.2
## 662 0.1 6.759244e+02 NA 3.4 3.2
## 663 0.1 5.676141e+03 NA 3.4 3.2
## 664 0.1 5.484776e+03 NA 3.4 3.2
## 665 0.1 5.376448e+03 NA 3.4 3.2
## 666 0.1 5.184494e+03 NA 3.4 3.2
## 667 0.1 4.669692e+03 NA 3.4 3.2
## 668 0.1 3.779577e+03 NA 3.4 3.3
## 669 0.1 3.397163e+02 NA 3.4 3.3
## 670 0.1 3.192669e+03 NA 3.5 3.3
## 671 0.1 2.994340e+03 NA 3.5 3.3
## 672 0.1 2.832189e+03 NA 3.6 3.4
## 673 0.1 2.741115e+03 NA 3.6 3.4
## 674 0.1 2.375113e+03 1.169850e+05 1.0 1.0
## 675 0.1 2.734884e+03 1.152390e+05 0.9 1.0
## 676 0.1 2.797967e+03 1.143896e+06 0.9 1.0
## 677 0.1 2.895116e+04 1.135620e+05 0.9 1.0
## 678 0.1 3.223384e+04 1.124835e+06 0.9 1.0
## 679 0.1 3.818464e+03 1.112670e+05 0.9 1.0
## 680 0.1 3.215816e+03 1.987600e+04 0.9 1.0
## 681 0.1 3.539749e+03 1.815630e+05 0.9 1.0
## 682 0.1 3.138663e+04 1.637120e+05 0.9 1.0
## 683 0.1 2.716999e+04 1.455900e+04 0.9 1.0
## 684 0.1 2.532449e+04 1.276580e+05 0.9 1.0
## 685 0.1 2.393249e+04 1.141000e+03 0.9 1.0
## 686 0.1 2.293479e+03 9.935630e+05 0.9 1.0
## 687 0.1 1.637229e+04 9.769660e+05 0.9 1.0
## 688 0.1 1.562924e+03 9.628200e+04 0.9 1.0
## 689 0.1 1.467288e+04 9.432860e+05 0.9 1.0
## 690 0.1 NA NA 1.8 1.8
## 691 0.1 NA NA 1.8 1.9
## 692 0.1 NA NA 1.8 1.9
## 693 0.1 NA NA 1.8 1.9
## 694 0.1 NA NA 1.9 1.9
## 695 0.1 NA NA 1.9 2.0
## 696 0.1 NA NA 1.9 2.0
## 697 0.1 NA NA 1.9 2.0
## 698 0.1 NA NA 2.0 2.1
## 699 0.1 NA NA 2.0 2.1
## 700 0.1 NA NA 2.1 2.1
## 701 0.1 NA NA 2.1 2.2
## 702 0.1 NA NA 2.2 2.2
## 703 0.1 NA NA 2.2 2.3
## 704 0.1 NA NA 2.2 2.3
## 705 0.1 NA NA 2.3 2.3
## 706 0.1 NA NA 4.9 4.9
## 707 0.1 NA NA 4.9 4.9
## 708 0.1 NA NA 5.0 5.0
## 709 0.1 NA NA 5.1 5.1
## 710 0.1 NA NA 5.1 5.2
## 711 0.1 NA NA 5.2 5.2
## 712 0.1 NA NA 5.3 5.3
## 713 0.1 NA NA 5.4 5.4
## 714 0.1 NA NA 5.5 5.5
## 715 0.1 NA NA 5.6 5.6
## 716 0.1 NA NA 5.7 5.7
## 717 0.1 NA NA 5.7 5.7
## 718 0.1 NA NA 5.8 5.8
## 719 0.1 NA NA 5.9 5.9
## 720 0.1 NA NA 5.9 6.0
## 721 0.1 NA NA 6.0 6.0
## 722 1.1 NA NA 9.5 9.3
## 723 1.1 NA NA 9.7 9.5
## 724 1.2 NA NA 9.9 9.6
## 725 1.5 NA NA 1.0 9.8
## 726 1.6 NA NA 1.2 1.0
## 727 1.6 NA NA 1.4 1.2
## 728 1.7 NA NA 1.6 1.4
## 729 1.8 NA NA 1.8 1.7
## 730 1.9 NA NA 11.1 1.9
## 731 2.0 NA NA 11.3 11.1
## 732 2.0 NA NA 11.5 11.3
## 733 2.1 NA NA 11.7 11.5
## 734 2.2 NA NA 11.9 11.7
## 735 2.4 NA NA 12.1 11.9
## 736 2.4 NA NA 12.2 12.1
## 737 2.5 NA NA 12.4 12.3
## 738 0.1 5.314644e+03 5.683483e+06 1.1 0.9
## 739 0.1 6.242554e+04 5.643475e+06 1.1 0.9
## 740 0.1 6.119119e+04 5.614932e+06 1.1 0.9
## 741 0.1 5.857521e+03 5.591572e+06 1.1 0.9
## 742 0.1 6.175367e+04 5.575720e+05 1.1 0.9
## 743 0.1 5.841411e+03 5.547683e+06 1.1 0.9
## 744 0.1 5.816329e+04 5.523950e+05 1.1 0.9
## 745 0.1 6.432267e+04 5.493621e+06 1.1 0.9
## 746 0.1 5.848745e+04 5.461438e+06 1.2 0.9
## 747 0.1 5.226993e+03 5.437272e+06 1.2 0.9
## 748 0.1 4.879982e+04 5.419432e+06 1.2 1.0
## 749 0.1 4.651165e+04 5.445230e+05 1.2 1.0
## 750 0.1 4.458776e+03 5.395740e+05 1.2 1.0
## 751 0.1 3.322869e+04 5.375931e+06 1.2 1.0
## 752 0.1 3.751649e+03 5.358783e+06 1.3 1.0
## 753 0.1 3.743559e+03 5.339616e+06 1.3 1.0
## 754 2.1 1.862167e+03 9.274140e+05 5.6 5.4
## 755 2.1 1.749151e+02 9.121640e+05 5.6 5.4
## 756 2.1 1.622638e+03 8.966880e+05 5.6 5.4
## 757 1.9 1.536157e+03 8.811850e+05 5.6 5.5
## 758 2.7 1.439869e+02 8.659370e+05 5.6 5.5
## 759 3.1 1.325997e+03 8.511460e+05 5.6 5.6
## 760 3.2 1.253657e+03 8.368400e+04 5.7 5.6
## 761 3.3 1.214771e+03 8.229340e+05 5.7 5.6
## 762 3.5 1.475869e+02 8.942000e+03 5.8 5.7
## 763 3.7 9.656694e+02 7.962800e+04 5.8 5.7
## 764 3.9 9.472975e+01 7.832540e+05 5.9 5.8
## 765 4.0 8.641847e+02 7.775200e+04 6.0 5.9
## 766 4.2 8.199741e+02 7.586150e+05 6.1 5.9
## 767 4.3 7.921541e+02 7.462210e+05 6.2 6.0
## 768 4.3 7.812322e+02 7.327110e+05 6.3 6.1
## 769 4.1 7.681768e+02 7.175840e+05 6.4 6.1
## 770 0.1 7.227567e+02 NA 2.7 2.6
## 771 0.3 6.468472e+03 1.528394e+06 3.3 3.2
## 772 0.3 6.268692e+03 1.458440e+05 3.3 3.2
## 773 0.3 6.275554e+02 1.281296e+06 3.3 3.2
## 774 0.4 5.968877e+03 1.154950e+05 3.3 3.2
## 775 0.7 5.759643e+03 1.279500e+04 3.3 3.2
## 776 0.9 5.451670e+03 9.897985e+06 3.3 3.3
## 777 1.2 4.952678e+03 9.767758e+06 3.4 3.3
## 778 1.4 5.113794e+02 9.636520e+05 3.4 3.3
## 779 1.6 4.647314e+03 9.543530e+05 3.4 3.4
## 780 1.8 3.836469e+03 9.371338e+06 3.5 3.4
## 781 2.0 3.681599e+03 9.237566e+06 3.5 3.4
## 782 2.1 2.421966e+03 9.129980e+05 3.6 3.5
## 783 2.3 2.372629e+03 8.967760e+05 3.6 3.5
## 784 2.4 3.846578e+01 8.832285e+06 3.7 3.6
## 785 2.5 2.862155e+03 8.697126e+06 3.8 3.6
## 786 2.5 2.824242e+02 8.562622e+06 3.8 3.7
## 787 0.1 6.256222e+02 1.614437e+07 1.2 1.1
## 788 0.1 6.432217e+03 1.593112e+06 1.2 1.1
## 789 0.1 6.749829e+02 1.566155e+07 1.3 1.1
## 790 0.1 5.721431e+02 1.541967e+07 1.3 1.2
## 791 0.1 5.223352e+03 1.517736e+07 1.3 1.2
## 792 0.1 4.657324e+03 1.493469e+06 1.3 1.2
## 793 0.1 4.255566e+03 1.469128e+07 1.3 1.2
## 794 0.1 4.274953e+03 1.444756e+07 1.3 1.2
## 795 0.2 3.597189e+02 1.425453e+06 1.4 1.3
## 796 0.3 3.357865e+02 1.396748e+06 1.4 1.3
## 797 0.3 3.219425e+02 1.373523e+07 1.4 1.3
## 798 0.3 2.785579e+02 1.359647e+06 1.5 1.3
## 799 0.3 2.444690e+02 1.328961e+06 1.5 1.4
## 800 0.3 2.183967e+03 1.372600e+04 1.5 1.4
## 801 0.3 1.937416e+02 1.285276e+07 1.6 1.5
## 802 0.3 1.451298e+03 1.262860e+07 1.6 1.5
## 803 0.1 NA NA 2.8 2.8
## 804 0.1 NA NA 2.8 2.8
## 805 0.1 NA NA 2.9 2.8
## 806 0.1 NA NA 2.9 2.8
## 807 0.1 NA NA 2.9 2.9
## 808 0.1 NA NA 3.0 2.9
## 809 0.1 NA NA 3.0 3.0
## 810 0.1 NA NA 3.1 3.0
## 811 0.1 NA NA 3.1 3.1
## 812 0.1 NA NA 3.2 3.1
## 813 0.1 NA NA 3.2 3.2
## 814 0.1 NA NA 3.3 3.2
## 815 0.1 NA NA 3.3 3.3
## 816 0.1 NA NA 3.4 3.4
## 817 0.1 NA NA 3.5 3.4
## 818 0.1 NA NA 3.6 3.5
## 819 0.2 4.127118e+03 6.312478e+06 1.6 1.5
## 820 0.2 3.988772e+03 6.281189e+06 1.6 1.6
## 821 0.2 3.895664e+03 6.257770e+05 1.6 1.6
## 822 0.3 3.827786e+03 6.221246e+06 1.6 1.6
## 823 0.3 3.736587e+03 6.192560e+05 1.7 1.6
## 824 0.3 3.474392e+03 6.164626e+06 1.7 1.6
## 825 0.3 3.366482e+03 6.137276e+06 1.7 1.6
## 826 0.3 3.573477e+02 6.113100e+04 1.8 1.7
## 827 0.3 3.348382e+02 6.834750e+05 1.8 1.7
## 828 0.2 3.629518e+02 6.564780e+05 1.8 1.7
## 829 0.2 2.835281e+03 6.289610e+05 1.9 1.8
## 830 0.3 2.632799e+03 6.775000e+03 1.9 1.8
## 831 0.3 2.519737e+03 5.971535e+06 2.0 1.9
## 832 0.4 2.484125e+02 5.943300e+04 2.0 1.9
## 833 0.4 2.338772e+03 5.959620e+05 2.1 2.0
## 834 0.4 2.238412e+03 5.867626e+06 2.1 2.0
## 835 4.2 1.347313e+03 1.175389e+06 8.4 8.3
## 836 4.4 1.925973e+02 1.129424e+06 8.5 8.4
## 837 5.7 2.246994e+03 1.837460e+05 8.6 8.6
## 838 8.2 2.155765e+04 1.385930e+05 8.7 8.7
## 839 7.7 2.145189e+04 9.942900e+04 8.9 8.8
## 840 7.2 1.713645e+04 9.511400e+04 9.0 9.0
## 841 7.3 1.653294e+03 9.911100e+04 9.2 9.2
## 842 6.3 2.274238e+04 8.684180e+05 9.3 9.3
## 843 5.9 1.576184e+04 8.293270e+05 9.5 9.5
## 844 5.3 1.273228e+04 7.922170e+05 9.7 9.6
## 845 4.9 1.856333e+02 7.573170e+05 9.8 9.8
## 846 4.4 6.853490e+02 7.248170e+05 1.0 1.0
## 847 3.6 3.577176e+03 6.946110e+05 1.2 1.1
## 848 2.9 2.711171e+03 6.664700e+04 1.4 1.3
## 849 2.3 2.283879e+03 6.397620e+05 1.6 1.4
## 850 1.9 1.726849e+02 6.143230e+05 1.7 1.6
## 851 0.4 NA NA 8.4 8.2
## 852 0.4 NA NA 8.5 8.3
## 853 0.5 NA NA 8.6 8.4
## 854 0.6 NA NA 8.7 8.6
## 855 0.7 5.827755e+02 4.474690e+05 8.8 8.7
## 856 0.9 4.821499e+02 4.398400e+04 8.9 8.8
## 857 1.0 4.375445e+01 4.313340e+05 9.0 8.9
## 858 1.1 3.268256e+02 4.232636e+06 9.1 9.1
## 859 1.3 3.173294e+02 4.153332e+06 9.2 9.2
## 860 1.4 2.978286e+02 4.666480e+05 9.3 9.3
## 861 1.6 2.767590e+02 3.969700e+04 9.4 9.5
## 862 1.8 2.874222e+02 3.858623e+06 9.6 9.6
## 863 1.9 2.327945e+02 3.738265e+06 9.7 9.7
## 864 1.9 2.176880e+01 3.614639e+06 9.9 9.9
## 865 2.0 2.151392e+02 3.497124e+06 1.0 1.0
## 866 1.9 2.819695e+01 3.392810e+05 1.2 1.1
## 867 0.1 1.774929e+03 1.315470e+05 1.9 1.9
## 868 0.1 1.994146e+04 1.314545e+06 1.9 1.9
## 869 0.1 1.929775e+03 1.317997e+06 1.9 1.9
## 870 0.1 1.742189e+04 1.322696e+06 1.9 1.9
## 871 0.1 1.745484e+04 1.327439e+06 1.9 2.0
## 872 0.1 1.463865e+04 1.331475e+06 1.9 2.0
## 873 0.1 1.472632e+04 1.334515e+06 2.0 2.0
## 874 0.1 1.894549e+03 1.337900e+04 2.0 2.1
## 875 0.1 1.658645e+04 1.346800e+04 2.0 2.1
## 876 0.1 1.259542e+04 1.346810e+05 2.1 2.2
## 877 0.1 1.338313e+03 1.354775e+06 2.1 2.2
## 878 0.1 8.854651e+02 1.362550e+05 2.2 2.3
## 879 0.1 7.174237e+03 1.377200e+04 2.2 2.3
## 880 0.1 5.383478e+02 1.379350e+05 2.3 2.4
## 881 0.1 4.498957e+03 1.388115e+06 2.4 2.5
## 882 0.1 4.732827e+01 1.396985e+06 2.5 2.5
## 883 0.6 6.454638e+02 9.987333e+06 1.4 1.2
## 884 0.6 5.711623e+02 9.736677e+07 1.5 1.3
## 885 0.9 5.215359e+01 9.488772e+07 1.6 1.4
## 886 1.2 4.685672e+02 9.244418e+07 1.7 1.5
## 887 1.4 3.548464e+02 9.467560e+05 1.9 1.6
## 888 1.7 3.413999e+02 8.772670e+05 11.0 1.7
## 889 2.0 3.797566e+02 8.541625e+07 11.1 1.8
## 890 2.4 3.253826e+02 8.318489e+07 11.2 1.9
## 891 2.8 2.433268e+02 8.149000e+03 11.3 11.0
## 892 3.3 1.937950e+02 7.885689e+06 11.4 11.1
## 893 3.7 1.616266e+02 7.672783e+06 11.5 11.2
## 894 4.1 1.357624e+02 7.462445e+06 11.5 11.3
## 895 4.4 1.188734e+02 7.254514e+07 11.6 11.5
## 896 4.6 1.113634e+02 7.497192e+06 11.7 11.6
## 897 4.9 1.217893e+01 6.849226e+07 11.8 11.7
## 898 5.0 1.238763e+02 6.653733e+07 11.9 11.8
## 899 0.1 4.921896e+03 8.921490e+05 4.0 3.7
## 900 0.1 5.463728e+02 8.858600e+04 4.0 3.7
## 901 0.1 4.763690e+03 8.797150e+05 4.0 3.7
## 902 0.1 4.546739e+03 8.735960e+05 4.0 3.7
## 903 0.1 4.353121e+03 8.678600e+04 4.0 3.7
## 904 0.1 3.651967e+03 8.599500e+04 4.0 3.7
## 905 0.1 3.369482e+03 8.519670e+05 4.0 3.7
## 906 0.1 4.177658e+03 8.433400e+04 4.0 3.7
## 907 0.1 4.788233e+02 8.348120e+05 4.1 3.8
## 908 0.1 3.749940e+03 8.274110e+05 4.1 3.8
## 909 0.1 3.658638e+03 8.218170e+05 4.1 3.8
## 910 0.1 3.332919e+03 8.183540e+05 4.2 3.9
## 911 0.1 2.835974e+03 8.166280e+05 4.2 3.9
## 912 0.1 2.259558e+03 8.156910e+05 4.2 3.9
## 913 0.1 2.388917e+02 8.142180e+05 4.3 4.0
## 914 0.1 2.761338e+02 8.112230e+05 4.3 4.0
## 915 0.1 4.245397e+03 5.479531e+06 0.9 0.8
## 916 0.1 4.991462e+04 5.461512e+06 0.9 0.8
## 917 0.1 4.963877e+04 5.438972e+06 0.9 0.8
## 918 0.1 4.741556e+04 5.413971e+06 0.9 0.8
## 919 0.1 5.797242e+02 5.388272e+06 0.9 0.8
## 920 0.1 4.622415e+03 5.363352e+06 0.9 0.8
## 921 0.1 4.717156e+03 5.338871e+06 0.9 0.8
## 922 0.1 5.341315e+03 5.313399e+06 0.9 0.8
## 923 0.1 4.828855e+04 5.288720e+05 0.9 0.8
## 924 0.1 4.112677e+03 5.266268e+06 0.9 0.8
## 925 0.1 3.896917e+04 5.246960e+05 0.9 0.8
## 926 0.1 3.763611e+04 5.228172e+06 0.9 0.8
## 927 0.1 3.281617e+04 5.213140e+05 0.9 0.8
## 928 0.1 2.683426e+04 5.259800e+04 0.9 0.8
## 929 0.1 2.491324e+04 5.188800e+04 0.9 0.8
## 930 0.1 2.425325e+04 5.176290e+05 0.9 0.9
## 931 0.1 3.652677e+04 6.662468e+06 0.7 0.6
## 932 0.1 4.295524e+04 6.633196e+07 0.6 0.6
## 933 0.1 4.255412e+04 6.599857e+06 0.6 0.6
## 934 0.1 4.838244e+03 6.565979e+06 0.6 0.6
## 935 0.1 4.381288e+03 6.534278e+07 0.6 0.6
## 936 0.1 4.733428e+02 6.527512e+06 0.6 0.6
## 937 0.1 4.163113e+04 6.477440e+05 0.6 0.6
## 938 0.1 4.541366e+04 6.437499e+06 0.6 0.6
## 939 0.1 4.165840e+02 6.416229e+06 0.6 0.6
## 940 0.1 3.654459e+04 6.362138e+07 0.6 0.6
## 941 0.1 3.487973e+04 6.317936e+07 0.6 0.6
## 942 0.1 3.387474e+04 6.274897e+06 0.6 0.6
## 943 0.1 2.969118e+04 6.224488e+07 0.6 0.6
## 944 0.1 2.427524e+04 6.185267e+06 0.7 0.6
## 945 0.1 2.252732e+04 6.135743e+07 0.7 0.6
## 946 0.1 2.246564e+04 6.912498e+06 0.7 0.6
## 947 2.7 7.388984e+03 1.931750e+05 6.1 5.9
## 948 2.8 9.692164e+03 1.875713e+06 6.1 6.0
## 949 3.7 9.679743e+03 1.817271e+06 6.2 6.1
## 950 4.9 9.774181e+03 1.756817e+06 6.3 6.2
## 951 6.0 1.716226e+03 1.697110e+05 6.4 6.3
## 952 7.0 8.754113e+03 1.642100e+04 6.5 6.4
## 953 8.0 7.636622e+02 1.586754e+06 6.7 6.5
## 954 8.9 1.942746e+02 1.536411e+06 6.8 6.6
## 955 10.0 8.352817e+03 1.489193e+06 6.9 6.8
## 956 10.7 7.277773e+02 1.444844e+06 7.1 6.9
## 957 10.9 6.741294e+03 1.431260e+05 7.2 7.1
## 958 11.1 5.685578e+03 1.364250e+05 7.4 7.2
## 959 11.0 4.892116e+03 1.328146e+06 7.5 7.4
## 960 10.7 4.125527e+02 1.294490e+05 7.7 7.5
## 961 10.1 3.976149e+03 1.262259e+06 7.8 7.7
## 962 9.5 4.116467e+03 1.231122e+06 8.0 7.8
## 963 1.7 NA NA 7.3 7.2
## 964 1.7 NA NA 7.5 7.3
## 965 1.6 NA NA 7.6 7.5
## 966 1.4 NA NA 7.8 7.7
## 967 1.8 NA NA 8.0 7.9
## 968 2.1 NA NA 8.2 8.1
## 969 2.7 NA NA 8.4 8.3
## 970 3.0 NA NA 8.6 8.5
## 971 3.1 NA NA 8.8 8.7
## 972 3.0 NA NA 9.0 8.9
## 973 3.0 NA NA 9.2 9.1
## 974 2.9 NA NA 9.4 9.3
## 975 2.7 NA NA 9.6 9.6
## 976 2.5 NA NA 9.8 9.8
## 977 2.3 NA NA 1.0 1.0
## 978 2.0 NA NA 1.2 1.2
## 979 0.1 3.764649e+03 3.717100e+04 2.7 2.8
## 980 0.1 4.429658e+03 3.727000e+03 2.7 2.8
## 981 0.1 4.274377e+03 3.776000e+03 2.7 2.8
## 982 0.1 4.142869e+03 3.825000e+03 2.6 2.8
## 983 0.1 3.725632e+03 3.875000e+03 2.6 2.8
## 984 0.1 2.964477e+03 3.926000e+03 2.6 2.8
## 985 0.1 2.765885e+02 3.978000e+03 2.6 2.8
## 986 0.1 3.174949e+03 4.300000e+01 2.6 2.8
## 987 0.1 2.492129e+03 4.820000e+02 2.7 2.9
## 988 0.1 1.872684e+03 4.136000e+03 2.7 2.9
## 989 0.1 1.535752e+02 4.190000e+02 2.8 2.9
## 990 0.1 1.273672e+02 4.245000e+03 2.8 3.0
## 991 0.1 9.281823e+02 4.310000e+02 2.9 3.0
## 992 0.1 7.793846e+02 4.357000e+03 2.9 3.0
## 993 0.1 7.339741e+02 4.386400e+04 3.0 3.1
## 994 0.1 6.919977e+02 4.418300e+04 3.1 3.1
## 995 0.1 4.117688e+04 8.168661e+07 1.1 1.1
## 996 0.1 4.792653e+03 8.982500e+04 1.1 1.1
## 997 0.1 4.653911e+03 8.645650e+05 1.1 1.1
## 998 0.1 4.465249e+03 8.425823e+06 1.1 1.1
## 999 0.1 4.681328e+03 8.274983e+06 1.1 1.1
## 1000 0.1 4.178556e+04 8.177693e+06 1.1 1.1
## 1001 0.1 4.173277e+04 8.192370e+05 1.1 1.1
## 1002 0.1 4.569920e+04 8.211970e+05 1.1 1.1
## 1003 0.1 4.181482e+04 8.226637e+07 1.1 1.1
## 1004 0.1 3.644787e+04 8.237645e+07 1.1 1.1
## 1005 0.1 3.469663e+04 8.246942e+07 1.1 1.1
## 1006 0.1 3.416593e+04 8.251626e+06 1.1 1.1
## 1007 0.1 3.359952e+03 8.253418e+07 1.1 1.1
## 1008 0.1 2.525164e+03 8.248850e+07 1.2 1.1
## 1009 0.1 2.368732e+04 8.234992e+07 1.2 1.1
## 1010 0.1 2.371875e+04 8.221158e+06 1.2 1.2
## 1011 0.7 1.361114e+03 2.758282e+07 6.2 6.1
## 1012 0.8 1.432228e+03 2.696256e+07 6.4 6.3
## 1013 0.9 1.814492e+03 2.634625e+07 6.6 6.4
## 1014 0.9 1.629822e+03 2.573349e+06 6.7 6.6
## 1015 1.3 1.574979e+03 2.512180e+07 6.9 6.8
## 1016 1.9 1.312676e+03 2.451214e+06 7.1 7.0
## 1017 2.1 1.867654e+02 2.393831e+06 7.3 7.2
## 1018 2.2 1.224416e+03 2.329864e+06 7.5 7.4
## 1019 2.6 1.968672e+01 2.272120e+05 7.7 7.6
## 1020 2.9 9.229352e+02 2.211342e+07 7.9 7.9
## 1021 3.1 4.981724e+02 2.154290e+05 8.1 8.1
## 1022 3.2 4.231936e+02 2.986536e+06 8.4 8.3
## 1023 3.4 3.732816e+02 2.446782e+06 8.6 8.5
## 1024 3.5 3.948447e+01 1.992452e+07 8.8 8.8
## 1025 3.5 2.736597e+02 1.942165e+06 9.0 9.0
## 1026 3.6 2.631125e+02 1.893876e+07 9.2 9.2
## 1027 0.1 1.877899e+02 1.828830e+05 0.8 0.7
## 1028 0.1 2.167378e+04 1.892413e+06 0.8 0.7
## 1029 0.1 2.187482e+04 1.965211e+06 0.8 0.7
## 1030 0.1 2.224268e+04 1.145110e+05 0.8 0.7
## 1031 0.1 2.591629e+04 1.114899e+06 0.8 0.7
## 1032 0.1 2.691776e+04 1.112134e+07 0.8 0.7
## 1033 0.1 2.971973e+03 1.117170e+05 0.8 0.7
## 1034 0.1 3.199728e+04 1.177841e+06 0.8 0.7
## 1035 0.1 2.882733e+04 1.148473e+06 0.8 0.7
## 1036 0.1 2.481158e+03 1.123620e+05 0.8 0.7
## 1037 0.1 2.255174e+04 1.987314e+06 0.8 0.7
## 1038 0.1 2.195515e+04 1.955141e+06 0.8 0.8
## 1039 0.1 1.847758e+04 1.928700e+04 0.8 0.8
## 1040 0.1 1.411313e+03 1.922200e+04 0.8 0.8
## 1041 0.1 1.253818e+04 1.862132e+06 0.9 0.8
## 1042 0.1 1.242954e+03 1.858800e+04 0.9 0.8
## 1043 0.1 9.212193e+03 NA 3.8 3.8
## 1044 0.1 8.569777e+03 NA 3.8 3.8
## 1045 0.1 7.955616e+03 NA 3.8 3.8
## 1046 0.1 7.583187e+03 NA 3.8 3.8
## 1047 0.1 7.414844e+02 NA 3.8 3.8
## 1048 0.1 7.365667e+03 NA 3.8 3.8
## 1049 0.1 7.395881e+03 NA 3.8 3.8
## 1050 0.1 7.946944e+03 NA 3.8 3.9
## 1051 0.1 7.322597e+03 NA 3.9 3.9
## 1052 0.1 6.764723e+03 NA 3.9 3.9
## 1053 0.1 6.754512e+03 NA 3.9 4.0
## 1054 0.1 5.836178e+03 NA 4.0 4.0
## 1055 0.1 5.773736e+03 NA 4.0 4.1
## 1056 0.1 5.292232e+03 NA 4.1 4.1
## 1057 0.1 5.199587e+02 NA 4.2 4.2
## 1058 0.1 5.117590e+03 NA 4.3 4.2
## 1059 0.4 3.923573e+03 1.625243e+07 1.2 1.2
## 1060 0.4 3.687764e+03 1.592356e+07 1.2 1.2
## 1061 0.4 3.452829e+03 1.559621e+07 1.2 1.2
## 1062 0.4 3.299651e+03 1.527156e+06 1.2 1.2
## 1063 0.4 3.187845e+03 1.494892e+07 1.2 1.2
## 1064 0.4 2.825525e+03 1.463417e+06 1.3 1.3
## 1065 0.4 2.635753e+03 1.431628e+06 1.3 1.3
## 1066 0.4 2.794222e+03 1.463660e+05 1.3 1.3
## 1067 0.4 2.489956e+03 1.372860e+05 1.3 1.3
## 1068 0.4 2.256567e+03 1.339780e+05 1.4 1.4
## 1069 0.4 2.778344e+02 1.396280e+05 1.4 1.4
## 1070 0.4 1.872738e+03 1.279692e+07 1.4 1.4
## 1071 0.4 1.753349e+03 1.254780e+05 1.4 1.4
## 1072 0.3 1.717715e+02 1.228848e+06 1.5 1.5
## 1073 0.3 1.568376e+03 1.192495e+07 1.5 1.5
## 1074 0.2 1.655596e+03 1.165743e+06 1.6 1.6
## 1075 0.5 5.544877e+02 1.291533e+06 7.3 7.3
## 1076 0.5 5.619974e+02 1.185590e+05 7.5 7.4
## 1077 1.0 5.416932e+01 1.153662e+07 7.7 7.6
## 1078 1.9 5.234856e+01 1.128147e+07 7.8 7.8
## 1079 2.0 4.592912e+02 1.135170e+05 8.0 8.0
## 1080 2.2 4.387513e+02 1.794170e+05 8.2 8.2
## 1081 2.3 4.366896e+02 1.556524e+06 8.4 8.4
## 1082 2.3 4.374467e+02 1.323142e+06 8.6 8.6
## 1083 2.4 4.945678e+01 1.967270e+05 8.9 8.8
## 1084 2.6 2.966838e+02 9.881428e+06 9.1 9.1
## 1085 2.7 3.342450e+01 9.679745e+06 9.3 9.3
## 1086 2.8 3.863288e+02 9.492290e+05 9.5 9.5
## 1087 2.9 3.719318e+01 9.398480e+05 9.7 9.7
## 1088 3.0 3.228112e+02 9.137345e+06 9.9 9.9
## 1089 3.0 3.158398e+02 8.971139e+06 1.1 1.1
## 1090 3.0 3.451692e+01 8.885460e+05 1.3 1.3
## 1091 3.2 5.968717e+02 1.775260e+05 7.1 7.0
## 1092 3.4 6.426256e+02 1.725744e+06 7.3 7.1
## 1093 4.5 6.156635e+01 1.681495e+06 7.5 7.3
## 1094 5.3 6.775188e+01 1.638139e+06 7.7 7.5
## 1095 5.7 6.926999e+02 1.596154e+06 7.8 7.7
## 1096 5.9 5.439574e+02 1.555880e+05 8.0 7.9
## 1097 6.0 5.442228e+02 1.517448e+06 8.3 8.1
## 1098 6.0 5.835446e+02 1.488410e+05 8.5 8.4
## 1099 5.7 4.816950e+02 1.445958e+06 8.7 8.6
## 1100 5.6 4.189445e+02 1.412669e+06 8.9 8.8
## 1101 5.4 4.249535e+02 1.388380e+05 9.2 9.0
## 1102 5.0 3.933138e+02 1.353450e+05 9.4 9.3
## 1103 4.6 3.657186e+01 1.321220e+05 9.6 9.5
## 1104 4.1 3.214813e+02 1.293523e+06 9.8 9.7
## 1105 3.6 3.948675e+01 1.267512e+06 1.0 1.0
## 1106 3.1 2.977519e+02 1.243229e+06 1.2 1.2
## 1107 0.3 4.136690e+03 7.685140e+05 5.5 5.3
## 1108 0.3 4.382321e+01 7.633930e+05 5.5 5.3
## 1109 0.3 3.944178e+03 7.588100e+04 5.5 5.3
## 1110 0.3 3.785936e+03 7.539100e+04 5.6 5.3
## 1111 0.4 3.439598e+03 7.491000e+03 5.6 5.3
## 1112 0.4 3.262812e+02 7.465560e+05 5.6 5.3
## 1113 0.3 2.716353e+03 7.456930e+05 5.6 5.4
## 1114 0.8 2.576125e+03 7.463140e+05 5.6 5.4
## 1115 1.9 2.327583e+03 7.478690e+05 5.7 5.5
## 1116 1.1 1.945639e+03 7.496100e+04 5.7 5.5
## 1117 1.8 1.984552e+02 7.594600e+04 5.7 5.5
## 1118 1.9 1.455886e+02 7.516520e+05 5.8 5.6
## 1119 2.1 9.867958e+02 7.518570e+05 5.8 5.6
## 1120 2.3 9.686748e+01 7.518840e+05 5.9 5.7
## 1121 1.7 9.255825e+02 7.522630e+05 5.9 5.7
## 1122 1.1 9.465994e+02 7.533100e+04 5.9 5.8
## 1123 0.5 8.145464e+02 1.711610e+05 3.9 3.9
## 1124 0.5 8.311481e+01 1.572466e+06 3.9 3.9
## 1125 0.5 8.126567e+01 1.431776e+06 3.9 3.9
## 1126 0.8 7.668438e+02 1.289210e+05 3.9 3.9
## 1127 1.5 7.493585e+01 1.145540e+05 4.0 4.0
## 1128 1.9 6.622795e+02 9.999617e+06 4.0 4.0
## 1129 2.0 6.682976e+02 9.852870e+05 4.1 4.1
## 1130 2.4 6.747564e+02 9.752900e+04 4.2 4.2
## 1131 2.7 6.158198e+02 9.556889e+06 4.2 4.2
## 1132 3.3 5.547626e+01 9.494570e+05 4.3 4.3
## 1133 3.9 4.653119e+02 9.263440e+05 4.4 4.4
## 1134 4.3 3.879430e+02 9.119178e+06 4.5 4.5
## 1135 4.6 3.297829e+02 8.976552e+06 4.5 4.6
## 1136 4.8 3.931633e+02 8.834733e+06 4.6 4.7
## 1137 5.0 4.137383e+02 8.692567e+06 4.7 4.7
## 1138 5.1 4.624865e+02 8.549200e+04 4.8 4.8
## 1139 0.3 2.326159e+03 8.968290e+05 2.1 2.1
## 1140 0.3 2.242712e+03 8.892160e+05 2.1 2.1
## 1141 0.4 2.136774e+03 8.657785e+06 2.2 2.1
## 1142 0.4 2.178383e+03 8.556460e+05 2.2 2.1
## 1143 0.4 2.125848e+02 8.351600e+04 2.2 2.2
## 1144 0.4 1.932858e+03 8.194778e+06 2.3 2.2
## 1145 0.5 1.815489e+03 8.352100e+04 2.3 2.2
## 1146 0.6 1.751596e+03 7.872658e+06 2.3 2.3
## 1147 0.7 1.592572e+03 7.779720e+05 2.4 2.3
## 1148 0.8 1.437629e+03 7.541460e+05 2.4 2.4
## 1149 0.9 1.311742e+03 7.373430e+05 2.5 2.4
## 1150 1.2 1.217658e+03 7.241530e+05 2.6 2.5
## 1151 1.4 1.157343e+03 7.338210e+05 2.6 2.5
## 1152 1.5 1.132872e+03 6.863157e+06 2.7 2.6
## 1153 1.6 1.134546e+02 6.693610e+05 2.7 2.7
## 1154 1.7 1.887832e+02 6.524283e+06 2.8 2.7
## 1155 0.1 1.236563e+04 9.843280e+05 1.6 1.6
## 1156 0.1 1.411798e+04 9.866468e+06 1.7 1.6
## 1157 0.1 1.361361e+04 9.893820e+05 1.7 1.7
## 1158 0.1 1.283432e+04 9.923620e+05 1.7 1.7
## 1159 0.1 1.448880e+03 9.971727e+06 1.7 1.7
## 1160 0.1 1.325534e+03 1.230000e+02 1.8 1.8
## 1161 0.1 1.296717e+04 1.226500e+04 1.8 1.8
## 1162 0.1 1.566926e+04 1.381880e+05 1.9 1.9
## 1163 0.1 1.384265e+04 1.557800e+04 1.9 1.9
## 1164 0.1 1.139877e+04 1.713700e+04 2.0 2.0
## 1165 0.1 1.116172e+04 1.876500e+04 2.0 2.0
## 1166 0.1 1.259527e+03 1.171460e+05 2.1 2.1
## 1167 0.1 8.396253e+03 1.129552e+06 2.1 2.1
## 1168 0.1 6.656443e+02 1.158680e+05 2.2 2.2
## 1169 0.1 5.278536e+02 1.187576e+06 2.2 2.2
## 1170 0.1 4.623467e+03 1.219710e+05 2.3 2.3
## 1171 0.1 5.734444e+03 3.381500e+04 1.0 0.9
## 1172 0.1 5.247311e+04 3.273860e+05 1.0 0.9
## 1173 0.1 4.781389e+03 3.237640e+05 1.0 0.9
## 1174 0.1 4.433385e+04 3.271600e+04 1.0 0.9
## 1175 0.1 4.621700e+01 3.191400e+04 0.9 0.9
## 1176 0.1 4.167645e+04 3.184100e+04 0.9 0.9
## 1177 0.1 4.461893e+03 3.184990e+05 0.9 0.9
## 1178 0.1 5.557529e+04 3.174140e+05 0.9 0.9
## 1179 0.1 6.834832e+04 3.115660e+05 0.9 0.9
## 1180 0.1 5.613541e+03 3.378200e+04 0.9 0.9
## 1181 0.1 5.624976e+04 2.967340e+05 0.9 0.9
## 1182 0.1 4.691727e+04 2.927400e+04 1.0 0.9
## 1183 0.1 3.944999e+03 2.895210e+05 1.0 0.9
## 1184 0.1 3.199622e+04 2.875230e+05 1.0 0.9
## 1185 0.1 2.858593e+04 2.849680e+05 1.0 0.9
## 1186 0.1 3.181337e+04 2.812500e+04 1.0 0.9
## 1187 0.2 1.613189e+03 1.395398e+06 26.7 27.3
## 1188 0.2 1.573119e+03 1.293859e+09 26.8 27.4
## 1189 0.2 1.452195e+03 1.278562e+08 26.8 27.5
## 1190 0.2 1.446985e+03 1.263659e+08 26.9 27.6
## 1191 0.2 1.461672e+03 1.247236e+08 26.9 27.7
## 1192 0.2 1.345772e+03 1.239869e+07 27.0 27.8
## 1193 0.2 1.931777e+01 1.214271e+08 27.0 27.8
## 1194 0.3 9.914846e+02 1.197147e+08 27.0 27.9
## 1195 0.3 1.181664e+02 1.179681e+09 27.1 28.0
## 1196 0.3 7.922597e+02 1.161978e+09 27.1 28.0
## 1197 0.3 7.781900e+01 1.144119e+09 27.2 28.1
## 1198 0.3 6.213184e+02 1.126136e+09 27.2 28.2
## 1199 0.3 5.411352e+02 1.182785e+07 27.3 28.3
## 1200 0.3 4.662842e+02 1.898711e+07 27.4 28.4
## 1201 0.3 4.471390e+02 1.714779e+08 27.5 28.5
## 1202 0.3 4.388646e+02 1.535912e+06 27.7 28.6
## 1203 0.3 3.336167e+03 2.581621e+08 1.4 1.2
## 1204 0.3 3.491596e+03 2.551311e+08 1.4 1.2
## 1205 0.3 3.626640e+02 2.523226e+07 1.5 1.3
## 1206 0.3 3.687954e+03 2.488832e+08 1.5 1.4
## 1207 0.3 3.634277e+03 2.457751e+07 1.6 1.5
## 1208 0.3 3.113486e+03 2.425241e+08 1.6 1.5
## 1209 0.3 2.254446e+03 2.393448e+07 1.7 1.6
## 1210 0.2 2.165277e+02 2.361593e+08 1.7 1.7
## 1211 0.2 1.855939e+03 2.329891e+08 1.8 1.7
## 1212 0.1 1.586254e+03 2.298382e+07 1.8 1.8
## 1213 0.1 1.269288e+02 2.267127e+07 1.9 1.9
## 1214 0.1 1.148570e+03 2.236146e+08 1.9 1.9
## 1215 0.1 1.645945e+02 2.254521e+07 1.9 11.0
## 1216 0.1 8.995557e+02 2.175859e+06 11.0 11.1
## 1217 0.1 7.479817e+02 2.145652e+06 11.0 11.1
## 1218 0.1 7.892744e+01 2.115443e+07 11.0 11.2
## 1219 0.1 NA NA 8.5 8.6
## 1220 0.1 NA NA 8.3 8.4
## 1221 0.1 NA NA 8.2 8.3
## 1222 0.1 NA NA 8.0 8.2
## 1223 0.1 NA NA 7.9 8.1
## 1224 0.1 NA NA 7.8 8.0
## 1225 0.1 NA NA 7.7 7.9
## 1226 0.1 NA NA 7.6 7.8
## 1227 0.1 NA NA 7.5 7.8
## 1228 0.1 NA NA 7.4 7.7
## 1229 0.1 NA NA 7.4 7.7
## 1230 0.1 NA NA 7.4 7.7
## 1231 0.1 NA NA 7.5 7.7
## 1232 0.1 NA NA 7.6 7.7
## 1233 0.1 NA NA 7.7 7.8
## 1234 0.1 NA NA 7.8 7.9
## 1235 0.1 4.974269e+03 3.611565e+07 5.3 5.1
## 1236 0.1 6.737474e+02 3.568000e+03 5.3 5.1
## 1237 0.1 6.925224e+03 3.388314e+07 5.3 5.1
## 1238 0.1 6.651122e+03 3.277657e+07 5.3 5.1
## 1239 0.1 5.854614e+03 3.172753e+06 5.3 5.1
## 1240 0.1 4.527495e+02 3.762710e+05 5.3 5.1
## 1241 0.1 3.735145e+03 2.989465e+07 5.4 5.1
## 1242 0.1 4.521325e+03 2.911142e+07 5.4 5.1
## 1243 0.1 3.129225e+03 2.839433e+06 5.4 5.1
## 1244 0.1 2.351812e+03 2.769791e+07 5.4 5.1
## 1245 0.1 1.849639e+03 2.784260e+05 5.4 5.2
## 1246 0.1 1.391817e+03 2.631669e+06 5.4 5.2
## 1247 0.1 NA 2.562763e+07 5.5 5.2
## 1248 0.1 NA 2.493930e+07 5.5 5.3
## 1249 0.1 NA 2.425165e+07 5.6 5.3
## 1250 0.1 NA 2.356541e+07 5.6 5.4
## 1251 0.1 6.664144e+03 4.676835e+06 0.3 0.2
## 1252 0.1 5.553326e+03 4.617225e+06 0.3 0.2
## 1253 0.1 5.234767e+03 4.598294e+06 0.3 0.2
## 1254 0.1 4.923136e+04 4.586897e+06 0.3 0.2
## 1255 0.1 5.256753e+04 4.576794e+06 0.3 0.2
## 1256 0.1 4.853859e+04 4.561550e+05 0.3 0.2
## 1257 0.1 5.198379e+04 4.535375e+06 0.3 0.2
## 1258 0.1 6.123542e+04 4.489544e+06 0.3 0.2
## 1259 0.1 6.138817e+04 4.398942e+06 0.3 0.2
## 1260 0.1 5.432697e+04 4.273591e+06 0.3 0.2
## 1261 0.1 5.886828e+03 4.159914e+06 0.3 0.2
## 1262 0.1 4.763164e+04 4.726200e+04 0.3 0.2
## 1263 0.1 4.117155e+03 3.996521e+06 0.3 0.2
## 1264 0.1 3.253919e+04 3.931947e+06 0.3 0.3
## 1265 0.1 2.822356e+04 3.866243e+06 0.3 0.3
## 1266 0.1 2.624192e+04 3.851740e+05 0.3 0.3
## 1267 0.1 3.572937e+04 8.381000e+03 1.2 1.1
## 1268 0.1 3.758285e+04 8.215700e+04 1.2 1.1
## 1269 0.1 3.639367e+04 8.595000e+03 1.2 1.1
## 1270 0.1 3.256960e+04 7.915000e+03 1.2 1.1
## 1271 0.1 3.365716e+04 7.765800e+04 1.2 1.1
## 1272 0.1 3.661994e+03 7.623600e+04 1.2 1.1
## 1273 0.1 2.779588e+04 7.485600e+04 1.2 1.1
## 1274 0.1 2.965744e+04 7.388000e+03 1.1 1.1
## 1275 0.1 2.586370e+02 7.181000e+03 1.1 1.1
## 1276 0.1 2.195177e+03 7.537000e+03 1.1 1.1
## 1277 0.1 2.611179e+03 6.931000e+03 1.1 1.1
## 1278 0.1 1.988817e+04 6.890000e+02 1.1 1.1
## 1279 0.1 1.894700e+04 6.689700e+04 1.1 1.1
## 1280 0.1 1.843116e+04 6.570000e+02 1.1 1.1
## 1281 0.1 2.361965e+02 6.439000e+03 1.1 1.1
## 1282 0.1 2.152143e+03 6.289000e+03 1.1 1.1
## 1283 0.1 3.491476e+02 6.735820e+05 0.6 0.6
## 1284 0.1 3.539667e+04 6.789140e+05 0.6 0.6
## 1285 0.1 3.537274e+03 6.233948e+06 0.5 0.6
## 1286 0.1 3.481412e+04 5.953972e+07 0.5 0.6
## 1287 0.1 3.833468e+04 5.937945e+07 0.5 0.5
## 1288 0.1 3.584937e+04 5.927742e+07 0.5 0.5
## 1289 0.1 3.697685e+04 5.995365e+06 0.5 0.5
## 1290 0.1 4.641846e+02 5.882673e+07 0.5 0.5
## 1291 0.1 3.769879e+04 5.843831e+06 0.5 0.5
## 1292 0.1 3.341748e+03 5.814398e+07 0.5 0.5
## 1293 0.1 3.195926e+04 5.796948e+07 0.5 0.5
## 1294 0.1 3.117456e+04 5.768533e+07 0.5 0.5
## 1295 0.1 2.738723e+04 5.731323e+06 0.5 0.5
## 1296 0.1 2.219657e+04 5.759700e+04 0.5 0.5
## 1297 0.1 2.481900e+01 5.697410e+05 0.5 0.5
## 1298 0.1 2.512426e+02 5.694218e+06 0.5 0.5
## 1299 0.5 4.965990e+03 2.871934e+06 1.8 1.7
## 1300 0.5 4.855744e+03 2.862870e+05 1.8 1.7
## 1301 0.6 5.614495e+01 2.851870e+05 1.8 1.7
## 1302 0.5 5.213336e+02 2.849920e+05 1.8 1.7
## 1303 0.6 5.135495e+02 2.829493e+06 1.8 1.7
## 1304 0.5 4.682728e+03 2.817210e+05 1.8 1.7
## 1305 0.6 4.293383e+03 2.848200e+04 1.9 1.7
## 1306 0.4 4.924924e+02 2.791220e+05 1.9 1.7
## 1307 0.9 4.625179e+02 2.775467e+06 1.9 1.7
## 1308 1.5 4.313168e+03 2.762790e+05 1.9 1.7
## 1309 1.9 4.822476e+02 2.744673e+06 1.9 1.7
## 1310 2.3 3.719974e+03 2.728777e+06 1.9 1.8
## 1311 2.3 3.465222e+03 2.712511e+06 1.9 1.8
## 1312 2.3 3.596496e+03 2.695446e+06 2.0 1.8
## 1313 2.2 3.394878e+03 2.677110e+05 2.0 1.8
## 1314 2.2 3.368742e+02 2.656864e+06 2.0 1.9
## 1315 0.1 3.447414e+04 1.271410e+05 2.1 1.8
## 1316 0.1 3.896212e+03 1.272760e+05 2.0 1.7
## 1317 0.1 4.454447e+03 1.274450e+05 2.0 1.7
## 1318 0.1 4.863477e+03 1.276290e+05 1.9 1.7
## 1319 0.1 4.816800e+04 1.278330e+05 1.9 1.6
## 1320 0.1 4.457676e+03 1.287000e+03 1.9 1.6
## 1321 0.1 4.855176e+03 1.284700e+04 1.8 1.6
## 1322 0.1 3.933930e+04 1.286300e+04 1.8 1.5
## 1323 0.1 3.527523e+04 1.281000e+03 1.8 1.5
## 1324 0.1 3.543399e+04 1.278540e+05 1.7 1.5
## 1325 0.1 3.721765e+04 1.277730e+05 1.7 1.5
## 1326 0.1 3.768872e+04 1.277610e+05 1.7 1.4
## 1327 0.1 3.488399e+03 1.277180e+05 1.7 1.4
## 1328 0.1 3.228936e+04 1.274450e+05 1.7 1.4
## 1329 0.1 3.384647e+04 1.271490e+05 1.7 1.4
## 1330 0.1 3.853249e+04 1.268430e+05 1.6 1.4
## 1331 0.1 4.969928e+02 9.159320e+05 4.0 4.0
## 1332 0.1 4.669477e+02 8.893600e+04 3.9 3.9
## 1333 0.1 3.992867e+03 8.413464e+06 3.9 3.9
## 1334 0.1 3.877532e+02 7.992573e+06 3.9 3.9
## 1335 0.1 3.873241e+02 7.574943e+06 3.8 3.9
## 1336 0.1 3.679193e+03 7.182390e+05 3.8 3.8
## 1337 0.1 3.492140e+03 6.821116e+06 3.8 3.8
## 1338 0.1 3.385697e+03 6.489822e+06 3.8 3.8
## 1339 0.1 2.762864e+03 6.193191e+06 3.8 3.8
## 1340 0.1 2.537349e+03 5.934232e+06 3.9 3.8
## 1341 0.1 2.238379e+02 5.714111e+06 3.9 3.8
## 1342 0.1 2.614569e+02 5.535595e+06 3.9 3.8
## 1343 0.1 1.889214e+03 5.396774e+06 3.9 3.9
## 1344 0.1 1.812288e+03 5.287488e+06 3.9 3.9
## 1345 0.1 1.728266e+03 5.193482e+06 4.0 3.9
## 1346 0.1 1.657889e+03 5.131300e+04 4.0 4.0
## 1347 0.1 1.599817e+02 1.754413e+07 2.4 2.5
## 1348 0.1 1.286565e+03 1.728922e+07 2.4 2.5
## 1349 0.1 1.389856e+03 1.735275e+06 2.4 2.5
## 1350 0.1 1.238719e+04 1.679142e+07 2.4 2.5
## 1351 0.1 1.163442e+04 1.655660e+05 2.3 2.5
## 1352 0.1 9.764997e+01 1.632158e+07 2.3 2.5
## 1353 0.1 7.165278e+03 1.692710e+05 2.3 2.5
## 1354 0.1 8.513565e+03 1.567400e+04 2.4 2.5
## 1355 0.1 6.771415e+03 1.548419e+07 2.4 2.5
## 1356 0.1 5.291576e+03 1.538840e+05 2.4 2.5
## 1357 0.1 3.771279e+03 1.514729e+06 2.4 2.5
## 1358 0.1 2.874288e+03 1.512985e+06 2.5 2.6
## 1359 0.1 2.681237e+02 1.499180e+05 2.5 2.6
## 1360 0.1 1.658311e+03 1.485895e+07 2.6 2.6
## 1361 0.1 1.499268e+02 1.485834e+07 2.6 2.7
## 1362 0.1 1.229958e+03 1.488363e+07 2.7 2.7
## 1363 2.8 1.349971e+03 4.723626e+07 7.8 7.6
## 1364 2.9 1.335646e+03 4.624250e+05 7.8 7.7
## 1365 3.0 1.229115e+03 4.482685e+07 7.9 7.7
## 1366 3.0 1.155258e+03 4.364663e+07 8.0 7.8
## 1367 3.4 9.874454e+02 4.248684e+07 8.1 7.9
## 1368 4.3 9.673477e+02 4.135152e+06 8.2 8.0
## 1369 5.0 9.281625e+01 4.237240e+05 8.2 8.1
## 1370 6.4 9.168993e+02 3.914842e+07 8.3 8.2
## 1371 9.1 8.391811e+02 3.885990e+05 8.4 8.3
## 1372 10.3 6.976639e+02 3.752500e+04 8.5 8.4
## 1373 11.6 5.197999e+02 3.648288e+06 8.6 8.5
## 1374 13.2 4.588844e+02 3.574931e+06 8.7 8.6
## 1375 14.5 4.366875e+02 3.413852e+06 8.8 8.8
## 1376 15.7 3.958494e+02 3.321490e+05 8.9 8.9
## 1377 16.9 4.177636e+01 3.232148e+07 9.0 9.0
## 1378 18.1 4.397971e+01 3.145483e+06 9.2 9.1
## 1379 0.1 1.424484e+03 1.124700e+04 0.1 0.1
## 1380 0.1 1.684543e+03 1.145800e+04 0.1 0.1
## 1381 0.1 1.724362e+03 1.853500e+04 0.1 0.1
## 1382 0.1 1.763815e+03 1.661300e+04 0.1 0.1
## 1383 0.1 1.692613e+03 1.465600e+04 0.1 0.1
## 1384 0.1 1.493165e+03 1.265200e+04 0.1 0.1
## 1385 0.1 1.297285e+03 1.568000e+03 0.1 0.1
## 1386 0.1 1.413323e+03 9.844000e+03 0.2 0.1
## 1387 0.1 1.357632e+03 9.631100e+04 0.2 0.1
## 1388 0.1 1.151556e+03 9.426000e+03 0.2 0.1
## 1389 0.1 1.214557e+03 9.232500e+04 0.2 0.2
## 1390 0.1 1.136286e+02 9.542000e+03 0.2 0.2
## 1391 0.1 1.153865e+02 8.889500e+04 0.2 0.2
## 1392 0.1 8.265855e+02 8.734300e+04 0.2 0.2
## 1393 0.1 7.349492e+02 8.585800e+04 0.2 0.2
## 1394 0.1 7.967938e+02 8.446000e+03 0.2 0.2
## 1395 0.1 2.897542e+04 NA 3.5 3.4
## 1396 0.1 4.299648e+04 NA 3.4 3.4
## 1397 0.1 4.839996e+04 NA 3.4 3.3
## 1398 0.1 5.126471e+04 NA 3.4 3.3
## 1399 0.1 4.826859e+04 NA 3.3 3.2
## 1400 0.1 3.849762e+04 NA 3.3 3.2
## 1401 0.1 3.756731e+04 NA 3.3 3.2
## 1402 0.1 5.557200e+04 NA 3.3 3.1
## 1403 0.1 4.579398e+04 NA 3.2 3.1
## 1404 0.1 4.271756e+04 NA 3.2 3.1
## 1405 0.1 3.549261e+03 NA 3.2 3.1
## 1406 0.1 2.692183e+04 NA 3.2 3.0
## 1407 0.1 2.271570e+03 NA 3.2 3.0
## 1408 0.1 1.778942e+04 NA 3.2 3.0
## 1409 0.1 1.654968e+03 NA 3.2 3.0
## 1410 0.1 1.838938e+04 NA 3.2 3.1
## 1411 0.1 NA NA 3.3 3.4
## 1412 0.1 NA NA 3.3 3.4
## 1413 0.1 NA NA 3.3 3.3
## 1414 0.1 NA NA 3.2 3.3
## 1415 0.2 NA NA 3.2 3.3
## 1416 0.1 NA NA 3.2 3.3
## 1417 0.1 NA NA 3.3 3.4
## 1418 0.2 NA NA 3.3 3.4
## 1419 0.1 NA NA 3.3 3.4
## 1420 0.1 NA NA 3.3 3.4
## 1421 0.1 NA NA 3.4 3.4
## 1422 0.1 NA NA 3.4 3.4
## 1423 0.1 NA NA 3.5 3.5
## 1424 0.1 NA NA 3.5 3.5
## 1425 0.1 NA NA 3.6 3.6
## 1426 0.1 NA NA 3.6 3.6
## 1427 0.2 NA NA 8.8 8.9
## 1428 0.2 NA NA 8.9 9.0
## 1429 0.3 NA NA 9.0 9.1
## 1430 0.3 NA NA 9.1 9.2
## 1431 0.3 NA NA 9.2 9.4
## 1432 0.3 NA NA 9.3 9.5
## 1433 0.2 NA NA 9.4 9.6
## 1434 0.2 NA NA 9.6 9.7
## 1435 0.2 NA NA 9.7 9.8
## 1436 0.2 NA NA 9.9 9.9
## 1437 0.2 NA NA 1.0 1.1
## 1438 0.2 NA NA 1.1 1.2
## 1439 0.1 NA NA 1.2 1.3
## 1440 0.1 NA NA 1.3 1.4
## 1441 0.1 NA NA 1.4 1.5
## 1442 0.1 NA NA 1.5 1.5
## 1443 0.1 1.366658e+04 1.977527e+06 2.2 2.1
## 1444 0.1 1.572514e+04 1.993782e+06 2.2 2.2
## 1445 0.1 1.532229e+03 2.126470e+05 2.2 2.2
## 1446 0.1 1.382286e+04 2.343190e+05 2.2 2.2
## 1447 0.1 1.372689e+03 2.597900e+04 2.2 2.3
## 1448 0.1 1.132622e+04 2.975550e+05 2.2 2.3
## 1449 0.1 1.221937e+04 2.141669e+06 2.3 2.3
## 1450 0.1 1.634853e+04 2.177322e+06 2.3 2.4
## 1451 0.1 1.444159e+03 2.232500e+04 2.4 2.4
## 1452 0.1 9.667976e+03 2.218357e+06 2.4 2.5
## 1453 0.1 7.558743e+03 2.238799e+06 2.5 2.5
## 1454 0.1 6.351812e+03 2.263122e+06 2.5 2.6
## 1455 0.1 5.134957e+03 2.287955e+06 2.6 2.6
## 1456 0.1 4.132349e+03 2.311730e+05 2.7 2.7
## 1457 0.1 3.572851e+03 2.337170e+05 2.8 2.8
## 1458 0.1 3.352731e+03 2.367550e+05 2.8 2.8
## 1459 0.1 8.466329e+02 5.851479e+06 4.9 4.9
## 1460 0.1 8.161461e+03 5.632790e+05 4.8 4.9
## 1461 0.1 8.462852e+02 5.276120e+05 4.8 4.8
## 1462 0.1 8.787947e+03 4.916440e+05 4.8 4.8
## 1463 0.1 8.734965e+03 4.588368e+06 4.7 4.7
## 1464 0.1 8.763826e+03 4.337141e+06 4.7 4.7
## 1465 0.1 8.426888e+01 4.183156e+06 4.7 4.7
## 1466 0.1 7.127758e+02 4.111470e+05 4.7 4.7
## 1467 0.1 6.142711e+02 4.864660e+05 4.7 4.6
## 1468 0.1 5.372659e+03 4.573500e+04 4.7 4.6
## 1469 0.1 5.339441e+03 3.986852e+06 4.7 4.6
## 1470 0.1 5.424224e+03 3.863267e+06 4.7 4.6
## 1471 0.1 5.425670e+03 3.714640e+05 4.8 4.7
## 1472 0.1 5.436595e+03 3.522837e+06 4.8 4.7
## 1473 0.1 5.253123e+03 3.359859e+06 4.9 4.7
## 1474 0.1 5.334933e+03 3.235366e+06 4.9 4.8
## 1475 9.3 1.738289e+02 2.174645e+06 5.5 5.3
## 1476 9.4 1.174839e+03 2.145785e+06 5.8 5.6
## 1477 9.6 1.196133e+03 2.117361e+06 6.1 5.9
## 1478 9.0 1.281516e+03 2.899280e+05 6.4 6.2
## 1479 10.5 1.352384e+03 2.641660e+05 6.8 6.6
## 1480 13.4 1.173262e+03 2.455100e+04 7.2 7.0
## 1481 18.2 9.231369e+02 2.192900e+04 7.6 7.4
## 1482 27.3 9.344286e+02 1.999930e+05 8.0 7.8
## 1483 30.0 9.184327e+02 1.982287e+06 8.4 8.3
## 1484 34.1 9.157758e+02 1.965662e+06 8.8 8.7
## 1485 34.8 8.629463e+02 1.949543e+06 9.3 9.2
## 1486 34.6 7.815146e+02 1.933728e+06 9.7 9.7
## 1487 33.8 6.363628e+01 1.918970e+05 1.2 1.1
## 1488 32.5 4.789395e+01 1.923120e+05 1.6 1.6
## 1489 31.2 4.378192e+02 1.885955e+06 11.1 11.1
## 1490 29.8 4.748198e+02 1.868699e+06 11.5 11.6
## 1491 0.9 4.523872e+02 4.499621e+06 6.5 6.4
## 1492 0.9 4.584652e+02 4.397370e+05 6.7 6.5
## 1493 1.1 4.541222e+02 4.286291e+06 6.8 6.7
## 1494 1.2 4.153620e+02 4.181563e+06 7.0 6.9
## 1495 1.5 3.796896e+02 4.716700e+04 7.2 7.0
## 1496 1.8 3.274260e+02 3.948125e+06 7.4 7.2
## 1497 2.1 3.366749e+01 3.811528e+06 7.6 7.4
## 1498 2.4 2.326173e+02 3.662993e+06 7.7 7.6
## 1499 2.8 2.137333e+01 3.512932e+06 7.9 7.8
## 1500 3.0 1.789280e+02 3.375838e+06 8.1 8.1
## 1501 3.1 1.686483e+02 3.261230e+05 8.3 8.3
## 1502 3.2 1.494453e+02 3.176414e+06 8.5 8.5
## 1503 3.2 1.334945e+02 3.116233e+06 8.7 8.7
## 1504 3.1 1.772852e+02 3.628630e+05 8.8 8.9
## 1505 3.1 1.741815e+02 2.991132e+06 9.0 9.0
## 1506 3.1 1.834150e+02 2.884522e+06 9.2 9.2
## 1507 0.1 NA NA 5.8 5.5
## 1508 0.1 NA NA 5.7 5.5
## 1509 0.1 NA NA 5.7 5.5
## 1510 0.1 NA NA 5.6 5.4
## 1511 0.1 5.625494e+02 NA 5.6 5.4
## 1512 0.1 1.212562e+03 NA 5.6 5.4
## 1513 0.1 1.296974e+03 NA 5.6 5.4
## 1514 0.1 1.439649e+04 NA 5.5 5.4
## 1515 0.1 1.138567e+03 NA 5.5 5.4
## 1516 0.1 9.344988e+03 NA 5.5 5.4
## 1517 0.1 8.171362e+03 NA 5.5 5.4
## 1518 0.1 5.868364e+02 NA 5.5 5.4
## 1519 0.1 4.676968e+03 NA 5.6 5.4
## 1520 0.1 3.754426e+02 NA 5.6 5.4
## 1521 0.1 6.269581e+03 NA 5.6 5.5
## 1522 0.1 7.145628e+03 NA 5.7 5.5
## 1523 0.1 1.425243e+04 2.949100e+04 2.6 2.6
## 1524 0.1 1.655497e+04 2.932367e+06 2.6 2.7
## 1525 0.1 1.571282e+04 2.957689e+06 2.7 2.7
## 1526 0.1 1.434184e+04 2.987773e+06 2.7 2.7
## 1527 0.1 1.435774e+04 3.281150e+05 2.7 2.8
## 1528 0.1 1.198487e+04 3.972820e+05 2.8 2.8
## 1529 0.1 1.183739e+04 3.162916e+06 2.8 2.9
## 1530 0.1 1.496157e+04 3.198231e+06 2.9 2.9
## 1531 0.1 1.229792e+04 3.231294e+06 2.9 3.0
## 1532 0.1 9.246425e+02 3.269990e+05 3.0 3.0
## 1533 0.1 7.863163e+03 3.322528e+06 3.0 3.1
## 1534 0.1 6.769670e+02 3.377750e+05 3.1 3.1
## 1535 0.1 5.555357e+02 3.415213e+06 3.2 3.2
## 1536 0.1 4.146988e+03 3.443670e+05 3.3 3.3
## 1537 0.1 3.531473e+02 3.478180e+05 3.3 3.3
## 1538 0.1 3.297355e+03 3.499536e+06 3.4 3.4
## 1539 0.1 1.199822e+03 5.696400e+04 1.0 0.9
## 1540 0.1 1.191727e+05 5.563190e+05 1.0 0.9
## 1541 0.1 1.137519e+05 5.433600e+04 0.9 0.9
## 1542 0.1 1.674914e+04 5.394600e+04 0.9 0.9
## 1543 0.1 1.157616e+05 5.183470e+05 0.9 0.9
## 1544 0.1 1.496536e+04 5.695300e+04 0.9 0.9
## 1545 0.1 1.319867e+04 4.977830e+05 0.9 0.9
## 1546 0.1 1.142938e+05 4.886500e+04 0.9 0.9
## 1547 0.1 1.618493e+03 4.799930e+05 0.9 0.9
## 1548 0.1 8.973971e+04 4.726370e+05 0.9 0.9
## 1549 0.1 8.289696e+03 4.651580e+05 1.0 0.9
## 1550 0.1 7.571635e+04 4.589500e+04 1.0 0.9
## 1551 0.1 6.544589e+04 4.516300e+04 1.0 0.9
## 1552 0.1 5.293641e+03 4.461750e+05 1.0 0.9
## 1553 0.1 4.817943e+04 4.415250e+05 1.0 1.0
## 1554 0.1 4.873600e+04 4.363000e+03 1.0 1.0
## 1555 0.3 4.185760e+01 2.423488e+06 7.1 7.1
## 1556 0.3 4.524632e+02 2.358981e+06 7.2 7.1
## 1557 0.4 4.617237e+02 2.296115e+07 7.3 7.2
## 1558 0.4 4.439611e+02 2.234657e+07 7.4 7.3
## 1559 0.4 4.549635e+02 2.174395e+07 7.5 7.4
## 1560 0.5 4.127393e+02 2.115164e+06 7.6 7.5
## 1561 0.5 4.156893e+02 2.569121e+06 7.7 7.6
## 1562 0.5 4.773325e+01 1.999647e+07 7.8 7.7
## 1563 0.6 3.778483e+02 1.943352e+07 7.9 7.8
## 1564 0.6 2.921574e+02 1.888268e+06 8.0 7.9
## 1565 0.6 2.748197e+02 1.833672e+07 8.1 8.0
## 1566 0.6 2.451236e+02 1.782997e+06 8.2 8.1
## 1567 0.7 3.167999e+02 1.727914e+07 8.3 8.3
## 1568 0.7 2.622859e+02 1.676512e+07 8.5 8.4
## 1569 0.7 2.785557e+02 1.626932e+06 8.6 8.5
## 1570 0.6 2.459397e+02 1.576686e+06 8.7 8.6
## 1571 4.8 3.626575e+02 1.757367e+06 6.4 6.2
## 1572 5.1 3.547254e+02 1.768838e+06 6.5 6.3
## 1573 6.3 3.329223e+02 1.657715e+07 6.5 6.4
## 1574 8.3 3.745188e+02 1.697350e+05 6.6 6.5
## 1575 11.2 5.121255e+02 1.562762e+07 6.7 6.6
## 1576 13.7 4.588682e+02 1.516795e+06 6.8 6.7
## 1577 14.9 4.273797e+01 1.471462e+06 6.9 6.8
## 1578 16.9 3.728427e+02 1.427123e+07 7.0 6.9
## 1579 19.3 3.222273e+01 1.384969e+06 7.1 7.0
## 1580 21.1 2.976971e+02 1.342926e+07 7.3 7.1
## 1581 22.4 2.836738e+01 1.339711e+06 7.4 7.2
## 1582 23.4 2.742256e+02 1.267638e+06 7.5 7.4
## 1583 24.2 2.615252e+01 1.233669e+07 7.6 7.5
## 1584 24.7 2.997990e+01 1.213711e+06 7.7 7.6
## 1585 25.1 1.467615e+02 1.169586e+07 7.9 7.7
## 1586 25.5 1.532595e+02 1.137617e+07 8.0 7.9
## 1587 0.1 9.643645e+03 3.723155e+06 7.5 7.3
## 1588 0.1 1.118396e+04 3.228170e+05 7.6 7.4
## 1589 0.1 1.882278e+03 2.976724e+06 7.8 7.6
## 1590 0.1 1.779496e+03 2.917456e+06 7.9 7.7
## 1591 0.1 1.451262e+02 2.863513e+07 8.0 7.8
## 1592 0.1 9.713570e+02 2.811229e+07 8.2 8.0
## 1593 0.1 7.326744e+03 2.765383e+06 8.3 8.2
## 1594 0.1 8.513630e+03 2.711169e+06 8.5 8.3
## 1595 0.1 7.269171e+03 2.662584e+07 8.7 8.5
## 1596 0.1 6.222983e+03 2.614357e+07 8.8 8.6
## 1597 0.1 5.593823e+03 2.565939e+07 9.0 8.8
## 1598 0.1 4.955478e+03 2.517419e+06 9.2 8.9
## 1599 0.1 4.463676e+03 2.468873e+06 9.3 9.1
## 1600 0.1 4.167364e+03 2.419881e+07 9.5 9.3
## 1601 0.1 3.915115e+03 2.369897e+06 9.7 9.4
## 1602 0.1 4.451747e+02 2.318568e+06 9.8 9.6
## 1603 0.1 8.395785e+03 4.916300e+04 13.6 13.6
## 1604 0.1 7.716242e+03 4.100000e+01 13.6 13.7
## 1605 0.1 7.112336e+03 3.930000e+02 13.7 13.8
## 1606 0.1 6.541747e+03 3.850000e+02 13.8 13.9
## 1607 0.1 6.497554e+03 3.770000e+02 13.9 14.0
## 1608 0.1 6.337950e+02 3.670000e+02 14.0 14.1
## 1609 0.1 5.971659e+02 3.600000e+01 14.1 14.2
## 1610 0.1 5.828621e+03 3.620000e+02 14.2 14.3
## 1611 0.1 5.286228e+01 3.490000e+02 14.3 14.4
## 1612 0.1 4.428523e+03 3.330000e+02 14.3 14.5
## 1613 0.1 3.488494e+03 3.210000e+02 14.4 14.5
## 1614 0.1 3.853333e+03 3.120000e+02 14.5 14.6
## 1615 0.1 3.432248e+03 3.400000e+01 14.6 14.7
## 1616 0.1 3.237239e+01 2.970000e+02 14.6 14.7
## 1617 0.1 2.986760e+02 2.920000e+02 14.7 14.8
## 1618 0.1 2.182997e+03 2.860000e+02 14.8 14.8
## 1619 1.5 7.297253e+02 1.746795e+06 7.7 7.5
## 1620 1.6 8.255730e+02 1.696285e+07 7.9 7.7
## 1621 1.6 7.776591e+02 1.647782e+07 8.1 7.9
## 1622 1.5 7.773477e+02 1.666700e+04 8.3 8.1
## 1623 1.5 8.358900e+02 1.554989e+06 8.5 8.3
## 1624 1.5 7.837763e+01 1.575850e+05 8.8 8.5
## 1625 1.6 6.971531e+02 1.466597e+06 9.0 8.8
## 1626 1.6 6.896784e+02 1.413822e+07 9.2 9.0
## 1627 1.7 5.956368e+02 1.367566e+06 9.4 9.3
## 1628 1.8 5.216426e+02 1.322764e+06 9.7 9.5
## 1629 1.9 4.879426e+02 1.279876e+07 9.9 9.7
## 1630 2.0 4.393573e+02 1.239196e+06 1.1 1.0
## 1631 2.2 3.917913e+02 1.251280e+05 1.3 1.2
## 1632 2.3 3.342242e+02 1.163893e+07 1.5 1.5
## 1633 2.4 3.684732e+01 1.129326e+07 1.8 1.7
## 1634 2.5 2.693484e+02 1.967690e+05 11.0 1.9
## 1635 0.1 2.381946e+04 4.318740e+05 0.8 0.8
## 1636 0.1 2.618926e+03 4.273640e+05 0.8 0.8
## 1637 0.1 2.393189e+03 4.233740e+05 0.8 0.7
## 1638 0.1 2.193884e+03 4.194550e+05 0.8 0.7
## 1639 0.1 2.282185e+04 4.162680e+05 0.8 0.7
## 1640 0.1 2.187795e+03 4.145800e+04 0.8 0.7
## 1641 0.1 2.675583e+03 4.124770e+05 0.8 0.7
## 1642 0.1 2.192877e+04 4.937900e+04 0.7 0.7
## 1643 0.1 1.937557e+04 4.672400e+04 0.7 0.7
## 1644 0.1 1.667157e+04 4.538000e+03 0.7 0.7
## 1645 0.1 1.583535e+04 4.383400e+04 0.7 0.7
## 1646 0.1 1.519550e+03 4.126800e+04 0.7 0.7
## 1647 0.1 1.368999e+04 3.985820e+05 0.7 0.7
## 1648 0.1 1.184394e+04 3.959690e+05 0.7 0.7
## 1649 0.1 1.121786e+03 3.932800e+04 0.7 0.7
## 1650 0.1 1.139565e+03 3.987000e+03 0.8 0.7
## 1651 0.1 3.617752e+03 NA 0.1 0.1
## 1652 0.9 1.158256e+03 4.182341e+06 7.8 7.5
## 1653 0.9 1.326669e+03 4.639200e+04 8.0 7.7
## 1654 1.1 1.455784e+02 3.946170e+05 8.1 7.9
## 1655 1.2 1.364284e+03 3.832390e+05 8.3 8.1
## 1656 1.2 1.393262e+03 3.717672e+06 8.5 8.3
## 1657 1.2 1.233837e+02 3.695430e+05 8.7 8.5
## 1658 1.2 1.468385e+02 3.562880e+05 8.9 8.7
## 1659 1.3 1.167536e+03 3.475410e+05 9.2 8.9
## 1660 1.3 1.133128e+02 3.312665e+06 9.4 9.1
## 1661 1.3 9.441349e+02 3.226530e+05 9.6 9.4
## 1662 1.3 6.977452e+02 3.137200e+04 9.8 9.6
## 1663 1.3 6.254729e+01 3.428230e+05 1.0 9.8
## 1664 1.3 5.285866e+02 2.957117e+06 1.3 1.1
## 1665 1.2 4.695423e+01 2.873228e+06 1.5 1.3
## 1666 1.2 4.642298e+02 2.797290e+05 1.7 1.5
## 1667 1.1 4.774761e+02 2.793590e+05 1.9 1.7
## 1668 0.1 9.252117e+03 1.262650e+05 6.9 6.8
## 1669 0.1 1.153938e+03 1.269340e+05 7.0 6.9
## 1670 0.1 9.637265e+03 1.258653e+06 7.0 7.0
## 1671 0.1 9.291228e+03 1.255882e+06 7.1 7.0
## 1672 0.1 9.197270e+03 1.252440e+05 7.1 7.1
## 1673 0.2 8.376432e+00 1.254000e+03 7.2 7.2
## 1674 0.1 7.318126e+03 1.247429e+06 7.3 7.3
## 1675 0.1 8.363500e+01 1.244121e+06 7.4 7.3
## 1676 0.1 6.574654e+03 1.239630e+05 7.5 7.4
## 1677 0.1 5.695969e+03 1.233996e+06 7.6 7.5
## 1678 0.1 5.116454e+03 1.228254e+06 7.7 7.6
## 1679 0.1 5.229877e+03 1.221300e+04 7.8 7.7
## 1680 0.1 4.623348e+03 1.213370e+05 7.9 7.8
## 1681 0.1 3.957513e+03 1.246210e+05 7.9 7.9
## 1682 0.1 3.792182e+03 1.196287e+06 8.0 8.0
## 1683 0.1 3.861324e+03 1.186873e+06 8.1 8.1
## 1684 0.1 9.143128e+03 1.258995e+07 1.5 1.5
## 1685 0.1 1.452278e+03 1.242216e+06 1.6 1.5
## 1686 0.1 1.298868e+03 1.225360e+08 1.6 1.5
## 1687 0.1 9.825326e+02 1.282837e+06 1.6 1.5
## 1688 0.1 9.834473e+03 1.199170e+05 1.6 1.6
## 1689 0.1 8.959581e+03 1.173189e+08 1.6 1.6
## 1690 0.1 7.748123e+03 1.155523e+07 1.7 1.6
## 1691 0.1 9.689529e+03 1.136619e+07 1.7 1.6
## 1692 0.1 9.333417e+02 1.118363e+08 1.7 1.7
## 1693 0.1 8.767923e+03 1.192378e+06 1.8 1.7
## 1694 0.1 7.986798e+03 1.847223e+07 1.8 1.7
## 1695 0.1 7.199597e+03 1.699558e+07 1.8 1.8
## 1696 0.1 6.751999e+03 1.564453e+06 1.9 1.8
## 1697 0.1 7.168219e+02 1.435568e+06 1.9 1.8
## 1698 0.1 7.313789e+02 1.367680e+05 1.9 1.9
## 1699 0.1 6.729211e+02 1.171967e+07 2.0 1.9
## 1700 0.1 NA NA 0.2 0.2
## 1701 0.1 NA NA 0.2 0.2
## 1702 0.1 NA NA 0.2 0.2
## 1703 0.1 NA NA 0.2 0.2
## 1704 0.1 NA NA 0.2 0.2
## 1705 0.1 NA NA 0.2 0.2
## 1706 0.1 NA NA 0.2 0.2
## 1707 0.1 NA NA 0.2 0.2
## 1708 0.1 NA NA 0.2 0.2
## 1709 0.1 NA NA 0.2 0.2
## 1710 0.1 NA NA 0.2 0.2
## 1711 0.1 NA NA 0.2 0.2
## 1712 0.1 NA NA 0.2 0.2
## 1713 0.1 NA NA 0.2 0.2
## 1714 0.1 NA NA 0.3 0.2
## 1715 0.1 NA NA 0.3 0.3
## 1716 0.1 NA NA NA NA
## 1717 0.1 3.944184e+03 2.976877e+06 2.2 2.3
## 1718 0.1 4.181583e+03 2.923896e+06 2.2 2.3
## 1719 0.1 4.385379e+03 2.869170e+05 2.2 2.3
## 1720 0.1 4.368822e+03 2.814226e+06 2.2 2.3
## 1721 0.1 3.769595e+03 2.761516e+06 2.2 2.3
## 1722 0.1 2.653537e+02 2.712650e+05 2.2 2.3
## 1723 0.1 1.717899e+03 2.668289e+06 2.2 2.3
## 1724 0.1 2.139626e+03 2.628131e+06 2.2 2.3
## 1725 0.1 1.634814e+03 2.591670e+05 2.2 2.4
## 1726 0.1 1.334652e+03 2.558120e+05 2.2 2.4
## 1727 0.1 9.988227e+02 2.526446e+06 2.3 2.4
## 1728 0.1 7.978377e+02 2.496832e+06 2.3 2.4
## 1729 0.1 6.465613e+02 2.469286e+06 2.4 2.5
## 1730 0.1 5.715188e+02 2.443659e+06 2.4 2.5
## 1731 0.1 5.241459e+02 2.419776e+06 2.5 2.6
## 1732 0.1 4.742133e+02 2.397436e+06 2.6 2.6
## 1733 0.1 6.461193e+03 6.221590e+05 1.8 1.8
## 1734 0.1 7.378345e+03 6.218100e+04 1.8 1.9
## 1735 0.1 7.186430e+03 6.212700e+04 1.8 1.9
## 1736 0.1 6.586719e+03 6.261000e+03 1.9 1.9
## 1737 0.1 7.318742e+03 6.279000e+03 1.9 2.0
## 1738 0.1 6.682281e+03 6.194280e+05 2.0 2.0
## 1739 0.1 6.698794e+03 6.182940e+05 2.0 2.1
## 1740 0.1 7.325735e+03 6.169690e+05 2.1 2.1
## 1741 0.1 5.957146e+03 6.158750e+05 2.1 2.2
## 1742 0.1 4.383596e+03 6.152500e+04 2.2 2.2
## 1743 0.1 3.674618e+03 6.142610e+05 2.3 2.3
## 1744 0.1 3.381995e+02 6.133530e+05 2.3 2.4
## 1745 0.1 2.789173e+03 6.122670e+05 2.4 2.4
## 1746 0.1 2.162433e+02 6.982800e+04 2.5 2.5
## 1747 0.1 1.995840e+02 6.738900e+04 2.5 2.6
## 1748 0.1 1.627429e+03 6.495000e+03 2.6 2.7
## 1749 0.1 2.847286e+03 3.483322e+06 6.4 6.2
## 1750 0.1 3.154513e+03 3.431882e+06 6.4 6.2
## 1751 0.1 3.111763e+03 3.382477e+07 6.4 6.2
## 1752 0.1 2.947467e+02 3.333379e+07 6.3 6.2
## 1753 0.1 3.399162e+02 3.285882e+07 6.3 6.2
## 1754 0.1 2.834247e+03 3.249639e+06 6.3 6.2
## 1755 0.1 2.861555e+03 3.198990e+07 6.4 6.2
## 1756 0.1 2.884948e+03 3.159686e+07 6.4 6.3
## 1757 0.1 2.494354e+03 3.122588e+07 6.4 6.3
## 1758 0.1 2.191479e+03 3.869346e+06 6.4 6.3
## 1759 0.1 2.137556e+02 3.521700e+04 6.5 6.3
## 1760 0.1 1.948812e+03 3.179285e+06 6.5 6.4
## 1761 0.1 1.721974e+03 2.984394e+07 6.6 6.4
## 1762 0.1 1.413757e+03 2.951237e+07 6.6 6.5
## 1763 0.1 1.336775e+03 2.918183e+07 6.7 6.5
## 1764 0.1 1.332382e+03 2.884962e+07 6.7 6.6
## 1765 3.9 5.283126e+02 2.816910e+05 3.6 3.5
## 1766 4.1 6.232871e+02 2.721238e+07 3.6 3.5
## 1767 5.1 6.598568e+01 2.643437e+07 3.6 3.5
## 1768 6.9 5.665139e+02 2.567666e+06 3.6 3.5
## 1769 9.6 5.265314e+02 2.493950e+05 3.7 3.6
## 1770 10.8 4.192258e+02 2.422145e+06 3.7 3.6
## 1771 11.3 4.638526e+02 2.352463e+06 3.7 3.6
## 1772 12.6 5.312772e+01 2.284676e+07 3.7 3.7
## 1773 14.1 4.221462e+02 2.218839e+07 3.8 3.7
## 1774 16.3 3.857567e+02 2.154746e+07 3.8 3.7
## 1775 16.2 3.691545e+02 2.923700e+04 3.9 3.8
## 1776 15.9 3.363318e+02 2.312750e+05 3.9 3.8
## 1777 15.3 2.838912e+02 1.971660e+07 4.0 3.9
## 1778 14.5 2.628846e+02 1.913966e+07 4.0 4.0
## 1779 13.4 2.564415e+02 1.858876e+07 4.1 4.0
## 1780 12.2 2.776487e+02 1.867687e+06 4.2 4.1
## 1781 0.3 1.194591e+03 5.243669e+06 12.8 13.0
## 1782 0.3 1.262894e+03 5.192418e+07 12.9 13.1
## 1783 0.4 1.168839e+03 5.144820e+07 12.9 13.2
## 1784 0.5 1.171583e+03 5.986514e+06 13.0 13.2
## 1785 0.5 1.186424e+03 5.553310e+05 13.0 13.3
## 1786 0.5 9.877366e+02 5.155896e+06 13.1 13.3
## 1787 0.6 7.417771e+02 4.986900e+04 13.1 13.4
## 1788 0.6 6.439514e+02 4.947975e+07 13.2 13.4
## 1789 0.6 4.145100e+01 4.917159e+07 13.2 13.5
## 1790 0.6 2.969728e+02 4.884647e+07 13.2 13.5
## 1791 0.5 2.472428e+02 4.848261e+07 13.2 13.6
## 1792 0.5 2.198157e+02 4.873770e+05 13.3 13.6
## 1793 0.5 2.197823e+02 4.762489e+07 13.3 13.6
## 1794 0.4 1.437765e+02 4.714220e+05 13.3 13.7
## 1795 0.4 1.389249e+02 4.662799e+07 13.3 13.7
## 1796 0.4 1.931875e+02 4.695462e+06 13.3 13.7
## 1797 2.1 4.737670e+03 2.425561e+06 8.2 8.1
## 1798 2.2 5.421344e+03 2.379920e+05 8.6 8.5
## 1799 2.5 5.488132e+03 2.316520e+05 9.0 8.9
## 1800 3.7 5.749448e+03 2.263934e+06 9.5 9.4
## 1801 4.7 5.697139e+01 2.215621e+06 9.9 9.9
## 1802 6.2 5.191584e+03 2.173170e+05 1.4 1.4
## 1803 8.7 4.153498e+03 2.137400e+04 1.9 1.9
## 1804 11.7 4.296561e+02 2.163750e+05 11.5 11.4
## 1805 15.2 4.225197e+02 2.799150e+05 12.0 12.0
## 1806 19.2 3.881295e+03 2.557340e+05 12.6 12.6
## 1807 22.1 3.573146e+03 2.321960e+05 13.1 13.1
## 1808 24.0 3.288257e+03 2.922800e+04 13.7 13.7
## 1809 24.7 2.482369e+03 1.986535e+06 14.2 14.3
## 1810 24.6 1.713476e+03 1.962147e+06 14.7 14.8
## 1811 23.9 1.834295e+03 1.933596e+06 15.2 15.4
## 1812 22.8 2.579956e+02 1.899257e+06 15.7 15.9
## 1813 0.1 1.361832e+02 NA 0.1 0.1
## 1814 0.1 7.437653e+02 2.865628e+07 15.7 16.1
## 1815 0.1 7.623870e+01 2.832324e+07 15.9 16.3
## 1816 0.1 6.886173e+02 2.798531e+06 16.1 16.5
## 1817 0.2 6.817926e+02 2.764992e+07 16.3 16.7
## 1818 0.2 6.921167e+02 2.732715e+07 16.5 16.9
## 1819 0.2 5.921835e+02 2.723137e+06 16.7 17.2
## 1820 0.2 4.872990e+01 2.674113e+06 16.9 17.4
## 1821 0.2 4.738444e+02 2.647586e+07 17.0 17.6
## 1822 0.2 3.938844e+02 2.621485e+07 17.2 17.8
## 1823 0.2 3.486315e+02 2.594618e+06 17.4 18.0
## 1824 0.2 3.178920e+02 2.564287e+06 17.6 18.2
## 1825 0.2 2.874156e+02 2.539449e+06 17.8 18.4
## 1826 0.1 2.537241e+02 2.495623e+06 18.0 18.6
## 1827 0.1 2.463756e+02 2.456634e+07 18.2 18.8
## 1828 0.1 2.486184e+02 2.416178e+07 18.3 19.0
## 1829 0.1 2.314255e+02 2.374911e+06 18.5 19.2
## 1830 0.1 4.429288e+04 1.693992e+07 1.0 0.9
## 1831 0.1 5.215747e+04 1.686580e+05 1.0 0.9
## 1832 0.1 5.157449e+04 1.684432e+06 1.0 0.9
## 1833 0.1 4.947476e+04 1.675496e+07 1.0 0.9
## 1834 0.1 5.354654e+03 1.669374e+06 1.0 0.9
## 1835 0.1 5.338255e+03 1.661539e+07 1.0 0.9
## 1836 0.1 5.193490e+02 1.653388e+06 1.0 0.9
## 1837 0.1 5.692882e+04 1.644559e+07 1.0 0.9
## 1838 0.1 5.124132e+04 1.638170e+07 1.0 1.0
## 1839 0.1 4.445397e+04 1.634611e+06 1.0 1.0
## 1840 0.1 4.157717e+04 1.631987e+07 1.0 1.0
## 1841 0.1 3.995464e+04 1.628178e+07 1.0 1.0
## 1842 0.1 3.524516e+04 1.622532e+06 1.1 1.0
## 1843 0.1 2.881732e+04 1.614893e+07 1.1 1.0
## 1844 0.1 2.658412e+04 1.646180e+05 1.1 1.1
## 1845 0.1 2.592113e+04 1.592551e+07 1.1 1.1
## 1846 0.1 3.821894e+03 NA 0.4 0.3
## 1847 0.1 4.453247e+03 NA 0.4 0.3
## 1848 0.1 4.288988e+04 NA 0.3 0.3
## 1849 0.1 3.997256e+03 NA 0.3 0.3
## 1850 0.1 3.842656e+04 NA 0.3 0.3
## 1851 0.1 3.369135e+04 NA 0.3 0.3
## 1852 0.1 2.829419e+02 NA 0.3 0.3
## 1853 0.1 3.128778e+04 NA 0.3 0.3
## 1854 0.1 3.259735e+03 NA 0.3 0.3
## 1855 0.1 2.667865e+03 NA 0.3 0.3
## 1856 0.1 2.775895e+03 NA 0.3 0.3
## 1857 0.1 2.542399e+03 NA 0.3 0.3
## 1858 0.1 2.191378e+04 NA 0.3 0.3
## 1859 0.1 1.687431e+04 NA 0.3 0.3
## 1860 0.1 1.388286e+04 NA 0.3 0.3
## 1861 0.1 1.364113e+04 NA 0.3 0.3
## 1862 0.1 2.959665e+02 6.823500e+04 1.8 1.7
## 1863 0.1 1.975465e+03 6.139970e+05 1.8 1.7
## 1864 0.1 1.847198e+03 5.945747e+06 1.8 1.7
## 1865 0.1 1.792384e+03 5.877180e+05 1.8 1.7
## 1866 0.1 1.682958e+03 5.878200e+04 1.8 1.8
## 1867 0.1 1.526498e+03 5.737723e+06 1.9 1.8
## 1868 0.2 1.464498e+03 5.666581e+06 1.9 1.8
## 1869 0.2 1.518854e+03 5.594560e+05 1.9 1.8
## 1870 0.2 1.344319e+03 5.522160e+05 2.0 1.9
## 1871 0.3 1.249926e+02 5.452110e+05 2.0 1.9
## 1872 0.3 1.175116e+03 5.379328e+06 2.0 1.9
## 1873 0.3 1.915516e+02 5.397300e+04 2.1 2.0
## 1874 0.3 1.155653e+02 5.248790e+05 2.1 2.0
## 1875 0.4 1.114728e+01 5.171734e+06 2.2 2.1
## 1876 0.4 1.436758e+02 5.175000e+03 2.2 2.1
## 1877 0.4 1.162743e+02 5.267960e+05 2.2 2.1
## 1878 0.4 3.589973e+02 1.989696e+07 9.6 9.4
## 1879 0.5 4.364650e+01 1.914822e+07 9.8 9.6
## 1880 0.6 4.161484e+02 1.842637e+07 1.0 9.9
## 1881 0.7 3.915155e+02 1.773163e+07 1.3 1.1
## 1882 0.7 3.755820e+02 1.764636e+06 1.5 1.3
## 1883 0.9 3.481515e+02 1.642558e+07 1.7 1.6
## 1884 1.1 3.412895e+02 1.581391e+07 11.0 1.8
## 1885 1.3 3.548186e+02 1.522852e+07 11.2 11.0
## 1886 1.4 2.925596e+02 1.466834e+07 11.4 11.3
## 1887 1.5 2.584639e+02 1.413264e+06 11.6 11.5
## 1888 1.6 2.538373e+01 1.361845e+07 11.9 11.8
## 1889 1.6 2.325662e+02 1.312712e+06 12.1 12.0
## 1890 1.6 2.158548e+02 1.265687e+06 12.3 12.2
## 1891 1.6 1.778284e+02 1.226200e+04 12.5 12.5
## 1892 1.6 1.652572e+02 1.177198e+07 12.7 12.7
## 1893 1.5 1.584560e+02 1.135297e+07 12.8 12.9
## 1894 3.7 2.655158e+03 1.811817e+08 9.8 9.7
## 1895 3.9 3.221678e+03 1.764652e+06 1.1 9.9
## 1896 3.9 2.996964e+03 1.718293e+07 1.4 1.2
## 1897 4.4 2.755298e+03 1.672973e+08 1.7 1.6
## 1898 4.7 2.527942e+03 1.628778e+07 11.0 1.9
## 1899 4.8 2.327327e+03 1.585783e+08 11.3 11.2
## 1900 4.9 1.976614e+02 1.544218e+07 11.7 11.6
## 1901 5.0 1.383893e+03 1.534739e+06 12.0 11.9
## 1902 5.2 1.136830e+03 1.464172e+07 12.3 12.3
## 1903 5.3 1.197433e+02 1.426149e+07 12.6 12.6
## 1904 5.4 8.789387e+01 1.389395e+08 12.9 12.9
## 1905 5.4 6.488159e+02 1.353936e+08 13.2 13.2
## 1906 5.4 5.126572e+02 1.319725e+08 13.5 13.6
## 1907 5.3 4.594572e+02 1.286667e+07 13.8 13.8
## 1908 5.1 3.517997e+02 1.254634e+08 14.1 14.1
## 1909 4.9 3.791193e+02 1.223529e+06 14.3 14.4
## 1910 0.1 NA NA 0.1 0.1
## 1911 0.1 7.455247e+03 5.188670e+05 0.8 0.7
## 1912 0.1 9.754986e+02 5.137232e+06 0.8 0.7
## 1913 0.1 1.291435e+03 5.796230e+05 0.8 0.7
## 1914 0.1 1.156373e+04 5.185730e+05 0.7 0.7
## 1915 0.1 1.574986e+03 4.953880e+05 0.7 0.7
## 1916 0.1 8.764675e+04 4.889252e+06 0.7 0.7
## 1917 0.1 8.177768e+02 4.828726e+06 0.7 0.7
## 1918 0.1 9.688596e+03 4.768212e+06 0.7 0.7
## 1919 0.1 8.512866e+04 4.791530e+05 0.7 0.7
## 1920 0.1 7.411470e+04 4.666770e+05 0.8 0.7
## 1921 0.1 6.677539e+04 4.623291e+06 0.8 0.7
## 1922 0.1 5.757269e+03 4.591910e+05 0.8 0.7
## 1923 0.1 5.111654e+03 4.564855e+06 0.8 0.7
## 1924 0.1 4.361154e+03 4.538159e+06 0.8 0.7
## 1925 0.1 3.854959e+04 4.513751e+06 0.8 0.7
## 1926 0.1 3.814672e+04 4.499670e+05 0.8 0.7
## 1927 0.1 1.662736e+04 NA 7.1 6.9
## 1928 0.1 2.458452e+03 NA 7.1 6.9
## 1929 0.1 2.126876e+04 NA 7.0 6.8
## 1930 0.1 2.213492e+04 NA 7.0 6.8
## 1931 0.1 2.986360e+03 NA 6.9 6.8
## 1932 0.1 1.928747e+03 NA 6.9 6.8
## 1933 0.1 1.678435e+04 NA 6.9 6.8
## 1934 0.1 2.275354e+03 NA 6.9 6.8
## 1935 0.1 1.585132e+03 NA 7.0 6.8
## 1936 0.1 1.448550e+03 NA 7.0 6.8
## 1937 0.1 1.237698e+04 NA 7.0 6.8
## 1938 0.1 1.129289e+03 NA 7.1 6.8
## 1939 0.1 9.698126e+02 NA 7.1 6.8
## 1940 0.1 8.629118e+03 NA 7.1 6.8
## 1941 0.1 8.476615e+03 NA 7.1 6.9
## 1942 0.1 8.611860e+02 NA 7.2 6.9
## 1943 0.1 1.431245e+03 1.893851e+07 19.2 19.6
## 1944 0.1 1.316990e+03 1.855463e+08 19.4 19.8
## 1945 0.1 1.272442e+03 1.817126e+08 19.6 2.0
## 1946 0.1 1.261290e+03 1.779115e+08 19.8 2.2
## 1947 0.1 1.226215e+03 1.741843e+08 2.0 2.4
## 1948 0.1 1.414227e+01 1.756182e+06 2.2 2.7
## 1949 0.1 1.663999e+01 1.674958e+06 2.5 2.9
## 1950 0.1 1.393129e+02 1.636446e+07 2.7 21.1
## 1951 0.1 9.543279e+01 1.633297e+07 2.8 21.3
## 1952 0.1 8.737727e+02 1.579399e+07 21.0 21.5
## 1953 0.1 7.114699e+02 1.539967e+07 21.2 21.7
## 1954 0.1 6.498482e+02 1.578300e+04 21.4 21.8
## 1955 0.1 5.635943e+02 1.477341e+06 21.6 22.0
## 1956 0.1 4.998633e+02 1.446541e+08 21.8 22.2
## 1957 0.1 5.165682e+01 1.416144e+07 22.0 22.4
## 1958 0.1 5.338624e+02 1.385233e+08 22.2 22.6
## 1959 0.1 1.932122e+03 2.920000e+02 0.1 0.1
## 1960 0.1 1.313444e+04 3.969249e+06 1.9 1.8
## 1961 0.1 1.259374e+04 3.939860e+05 1.9 1.8
## 1962 0.1 1.168598e+04 3.838462e+06 1.9 1.9
## 1963 0.1 1.589827e+03 3.772938e+06 1.9 1.9
## 1964 0.1 9.277232e+02 3.777820e+05 2.0 1.9
## 1965 0.1 7.937260e+03 3.643222e+06 2.0 1.9
## 1966 0.1 7.429628e+03 3.579385e+06 2.0 1.9
## 1967 0.1 6.973928e+03 3.516268e+06 2.0 2.0
## 1968 0.2 6.688667e+02 3.453870e+05 2.1 2.0
## 1969 0.1 5.348518e+03 3.391950e+05 2.1 2.0
## 1970 0.1 4.916549e+03 3.334650e+05 2.1 2.1
## 1971 0.2 4.591893e+03 3.269541e+06 2.2 2.1
## 1972 0.1 4.267136e+03 3.291740e+05 2.2 2.2
## 1973 0.2 4.126147e+03 3.149265e+06 2.3 2.2
## 1974 0.1 4.463728e+02 3.896840e+05 2.3 2.3
## 1975 0.2 4.629935e+01 3.334700e+04 2.4 2.3
## 1976 0.6 NA 7.919825e+06 1.3 1.3
## 1977 0.7 2.182717e+03 7.755785e+06 1.3 1.3
## 1978 0.8 2.299536e+02 7.592865e+06 1.3 1.3
## 1979 1.0 2.713187e+02 7.438360e+05 1.3 1.3
## 1980 1.0 1.778671e+02 7.269348e+06 1.3 1.3
## 1981 1.1 1.366879e+03 7.182390e+05 1.4 1.3
## 1982 1.1 1.166663e+03 6.947447e+06 1.4 1.3
## 1983 1.3 1.178725e+03 6.787187e+06 1.4 1.3
## 1984 1.4 9.566690e+02 6.627922e+06 1.4 1.3
## 1985 1.5 8.543469e+02 6.472720e+05 1.4 1.4
## 1986 1.5 7.757735e+01 6.314790e+05 1.4 1.4
## 1987 1.5 6.373616e+02 6.161517e+06 1.5 1.4
## 1988 1.4 5.883583e+02 6.172400e+04 1.5 1.4
## 1989 1.4 5.116658e+02 5.862316e+06 1.5 1.5
## 1990 1.3 5.394153e+02 5.716152e+06 1.5 1.5
## 1991 1.1 6.319469e+02 5.572222e+06 1.6 1.5
## 1992 0.2 4.193677e+02 6.639119e+06 2.0 1.9
## 1993 0.2 4.712823e+03 6.552584e+06 2.0 1.9
## 1994 0.2 4.479959e+03 6.465740e+05 2.0 1.9
## 1995 0.1 3.855538e+03 6.379219e+06 2.0 2.0
## 1996 0.1 3.988119e+03 6.293783e+06 2.1 2.0
## 1997 0.1 3.225592e+03 6.298770e+05 2.1 2.0
## 1998 0.1 2.599596e+03 6.127837e+06 2.1 2.0
## 1999 0.1 3.599922e+02 6.471170e+05 2.1 2.1
## 2000 0.1 2.312193e+03 5.966159e+06 2.2 2.1
## 2001 0.2 1.897154e+02 5.882796e+06 2.2 2.2
## 2002 0.2 1.571457e+02 5.795494e+06 2.3 2.2
## 2003 0.2 1.485280e+02 5.737400e+04 2.3 2.2
## 2004 0.1 1.174779e+03 5.679500e+04 2.4 2.3
## 2005 0.1 1.148230e+03 5.586110e+05 2.4 2.3
## 2006 0.1 1.417266e+03 5.466240e+05 2.5 2.4
## 2007 0.1 1.545626e+03 5.327000e+03 2.5 2.4
## 2008 0.1 6.334326e+01 3.137667e+07 1.1 1.1
## 2009 0.1 6.491525e+03 3.973354e+06 1.1 1.1
## 2010 0.1 6.583116e+03 3.565716e+06 1.1 1.1
## 2011 0.1 6.387785e+03 3.158966e+06 1.1 1.1
## 2012 0.2 5.771566e+03 2.975999e+07 1.1 1.1
## 2013 0.2 5.224932e+02 2.937365e+07 1.1 1.1
## 2014 0.3 4.166934e+03 2.915700e+04 1.2 1.2
## 2015 0.3 4.288781e+02 2.864198e+06 1.2 1.2
## 2016 0.3 3.611215e+03 2.829272e+07 1.2 1.2
## 2017 0.4 3.171499e+03 2.794994e+07 1.2 1.2
## 2018 0.4 2.754783e+03 2.761410e+05 1.3 1.3
## 2019 0.4 2.448144e+03 2.727319e+07 1.3 1.3
## 2020 0.4 2.182600e+02 2.693774e+07 1.3 1.3
## 2021 0.4 2.591930e+02 2.661467e+06 1.4 1.4
## 2022 0.5 1.981244e+03 2.626136e+07 1.4 1.4
## 2023 0.5 1.996720e+03 2.591488e+07 1.4 1.4
## 2024 0.1 2.878338e+03 1.171636e+07 1.0 9.7
## 2025 0.1 2.842938e+03 1.122490e+05 1.0 9.7
## 2026 0.1 2.762891e+02 9.848132e+06 1.0 9.7
## 2027 0.1 2.581819e+03 9.686664e+07 1.0 9.7
## 2028 0.1 2.352518e+03 9.527794e+06 1.0 9.7
## 2029 0.1 2.129499e+03 9.372662e+07 1.0 9.7
## 2030 0.1 1.825342e+03 9.222879e+06 1.0 9.7
## 2031 0.1 1.919466e+03 9.751864e+06 1.0 9.7
## 2032 0.1 1.672685e+03 8.929349e+06 1.0 9.7
## 2033 0.1 1.391772e+03 8.789419e+06 1.0 9.7
## 2034 0.1 1.194697e+03 8.627424e+07 1.0 9.7
## 2035 0.1 1.793715e+02 8.467849e+07 1.0 9.7
## 2036 0.1 1.155320e+01 8.331954e+06 1.0 9.7
## 2037 0.1 1.681350e+00 8.135260e+05 1.0 9.7
## 2038 0.1 9.572874e+02 7.966532e+07 1.0 9.7
## 2039 0.1 1.389198e+02 7.799157e+07 1.0 9.6
## 2040 0.1 1.256599e+04 3.798641e+07 1.9 2.0
## 2041 0.1 1.434167e+04 3.811735e+06 1.9 2.1
## 2042 0.1 1.378549e+03 3.841960e+05 2.0 2.1
## 2043 0.1 1.314515e+04 3.863164e+06 2.0 2.1
## 2044 0.1 1.389319e+04 3.863255e+06 2.0 2.2
## 2045 0.1 1.259952e+04 3.842794e+06 2.1 2.2
## 2046 0.1 1.152759e+04 3.815163e+06 2.1 2.3
## 2047 0.1 1.414469e+02 3.812576e+07 2.2 2.3
## 2048 0.1 1.126319e+03 3.812560e+05 2.2 2.4
## 2049 0.1 9.477260e+01 3.814127e+07 2.3 2.4
## 2050 0.1 8.212516e+02 3.816544e+07 2.3 2.5
## 2051 0.1 6.681179e+03 3.818222e+07 2.4 2.5
## 2052 0.1 5.693524e+03 3.824570e+05 2.4 2.6
## 2053 0.1 5.196933e+03 3.823364e+06 2.5 2.6
## 2054 0.1 4.981199e+03 3.824876e+06 2.5 2.7
## 2055 0.1 4.492728e+03 3.825863e+07 2.5 2.8
## 2056 0.1 1.922681e+03 1.358760e+05 0.7 0.5
## 2057 0.1 2.277536e+03 1.416200e+04 0.7 0.5
## 2058 0.1 2.161874e+04 1.457295e+06 0.7 0.5
## 2059 0.1 2.577426e+03 1.514844e+06 0.7 0.5
## 2060 0.1 2.319618e+04 1.557560e+05 0.7 0.5
## 2061 0.1 2.253865e+04 1.573100e+04 0.7 0.5
## 2062 0.1 2.363972e+03 1.568247e+06 0.7 0.5
## 2063 0.1 2.481569e+04 1.558177e+06 0.7 0.5
## 2064 0.1 2.278584e+03 1.542964e+06 0.7 0.5
## 2065 0.1 1.982144e+04 1.522288e+06 0.7 0.5
## 2066 0.1 1.878495e+04 1.533300e+04 0.7 0.6
## 2067 0.1 1.845588e+03 1.483861e+06 0.7 0.6
## 2068 0.1 1.577273e+04 1.458821e+06 0.7 0.6
## 2069 0.1 1.288229e+04 1.419631e+06 0.8 0.6
## 2070 0.1 1.172915e+04 1.362722e+06 0.8 0.6
## 2071 0.1 1.152397e+03 1.289898e+06 0.8 0.6
## 2072 0.1 6.634652e+04 NA 5.2 4.9
## 2073 0.1 8.685271e+04 NA 5.2 4.8
## 2074 0.1 8.834880e+03 NA 5.1 4.7
## 2075 0.1 8.856482e+04 NA 5.1 4.7
## 2076 0.1 8.594875e+04 NA 5.1 4.6
## 2077 0.1 7.362278e+02 NA 5.0 4.6
## 2078 0.1 6.147824e+04 NA 5.0 4.6
## 2079 0.1 8.296737e+04 NA 5.0 4.5
## 2080 0.1 6.756126e+02 NA 4.9 4.5
## 2081 0.1 6.256559e+03 NA 4.9 4.5
## 2082 0.1 5.148850e+04 NA 4.8 4.5
## 2083 0.1 4.181835e+04 NA 4.8 4.5
## 2084 0.1 3.417698e+04 NA 4.8 4.5
## 2085 0.1 2.999655e+03 NA 4.8 4.5
## 2086 0.1 2.843636e+03 NA 4.8 4.5
## 2087 0.1 2.998629e+04 NA 4.8 4.5
## 2088 0.1 NA NA 1.5 1.0
## 2089 0.1 NA NA 1.5 1.0
## 2090 0.1 NA NA 1.5 1.0
## 2091 0.1 NA NA 1.5 1.0
## 2092 0.1 NA NA 1.5 1.0
## 2093 0.1 NA NA 1.5 1.0
## 2094 0.1 NA NA 1.5 1.0
## 2095 0.1 NA NA 1.5 1.0
## 2096 0.1 NA NA 1.5 1.0
## 2097 0.1 NA NA 1.5 1.0
## 2098 0.1 NA NA 1.6 1.0
## 2099 0.1 NA NA 1.6 1.0
## 2100 0.1 NA NA 1.6 1.0
## 2101 0.1 NA NA 1.6 1.1
## 2102 0.1 NA NA 1.6 1.1
## 2103 0.1 NA NA 1.6 1.1
## 2104 0.1 NA NA 2.7 2.8
## 2105 0.1 NA NA 2.7 2.8
## 2106 0.1 NA NA 2.7 2.9
## 2107 0.1 NA NA 2.7 2.9
## 2108 0.1 NA NA 2.8 3.0
## 2109 0.1 NA NA 2.8 3.0
## 2110 0.1 NA NA 2.9 3.1
## 2111 0.1 NA NA 2.9 3.1
## 2112 0.1 NA NA 3.0 3.2
## 2113 0.1 NA NA 3.1 3.3
## 2114 0.1 NA NA 3.1 3.3
## 2115 0.1 NA NA 3.2 3.4
## 2116 0.1 NA NA 3.3 3.5
## 2117 0.1 NA NA 3.4 3.6
## 2118 0.1 NA NA 3.5 3.6
## 2119 0.1 NA NA 3.6 3.7
## 2120 0.1 8.958789e+03 1.981548e+07 2.5 2.7
## 2121 0.1 1.227733e+01 1.998979e+06 2.6 2.8
## 2122 0.1 9.585267e+03 1.998369e+07 2.7 2.9
## 2123 0.1 8.558398e+03 2.583500e+04 2.8 3.0
## 2124 0.1 9.227783e+01 2.147528e+06 2.9 3.1
## 2125 0.1 8.297484e+03 2.246871e+06 3.0 3.2
## 2126 0.1 8.221833e+02 2.367487e+06 3.0 3.3
## 2127 0.1 1.136474e+03 2.537875e+06 3.1 3.5
## 2128 0.1 8.214185e+03 2.882982e+06 3.2 3.6
## 2129 0.1 5.828746e+03 2.119376e+06 3.2 3.7
## 2130 0.1 4.676315e+03 2.131968e+07 3.3 3.8
## 2131 0.1 3.552925e+03 2.145175e+07 3.4 3.9
## 2132 0.1 2.774956e+03 2.157433e+07 3.5 4.0
## 2133 0.1 2.124874e+03 2.173496e+06 3.7 4.1
## 2134 0.1 1.839729e+03 2.213197e+06 3.8 4.2
## 2135 0.1 1.668163e+03 2.244297e+07 4.0 4.3
## 2136 0.1 9.329298e+03 1.449687e+06 2.3 2.3
## 2137 0.1 1.412596e+04 1.438197e+08 2.3 2.3
## 2138 0.2 1.554368e+04 1.435691e+07 2.3 2.3
## 2139 0.3 1.515446e+04 1.432168e+07 2.3 2.4
## 2140 0.3 1.421269e+04 1.429687e+07 2.3 2.4
## 2141 0.2 1.674988e+03 1.428494e+08 2.3 2.5
## 2142 0.3 8.562896e+03 1.427853e+08 2.3 2.5
## 2143 0.3 1.163526e+04 1.427424e+07 2.3 2.5
## 2144 0.3 9.112539e+02 1.428588e+06 2.4 2.6
## 2145 0.3 6.921944e+02 1.434953e+07 2.4 2.7
## 2146 0.3 5.323474e+03 1.435185e+08 2.4 2.7
## 2147 0.3 4.123723e+02 1.446754e+06 2.5 2.8
## 2148 0.4 2.975133e+03 1.446483e+08 2.6 2.8
## 2149 0.3 2.375594e+03 1.453646e+06 2.7 2.9
## 2150 0.3 2.136239e+01 1.459768e+07 2.8 3.0
## 2151 0.2 1.771587e+03 1.465966e+08 2.9 3.0
## 2152 0.4 7.134840e+01 1.162955e+07 5.7 5.7
## 2153 0.4 7.656995e+01 1.134536e+07 5.8 5.8
## 2154 0.5 6.888769e+02 1.165151e+06 5.9 5.9
## 2155 0.7 6.787970e+02 1.788853e+06 6.1 6.1
## 2156 1.3 6.173176e+02 1.516710e+05 6.3 6.2
## 2157 2.3 5.634915e+02 1.246842e+06 6.5 6.3
## 2158 2.8 5.391538e+02 9.977446e+06 6.6 6.4
## 2159 3.7 5.668726e+00 9.781690e+05 6.7 6.6
## 2160 5.0 4.485334e+01 9.447420e+05 6.8 6.7
## 2161 6.2 3.423656e+02 9.265800e+04 6.8 6.8
## 2162 7.1 2.879319e+02 8.991735e+06 6.8 7.0
## 2163 7.7 2.369114e+02 8.818438e+06 6.9 7.1
## 2164 8.1 2.126619e+02 8.683460e+05 7.0 7.3
## 2165 8.0 1.965978e+02 8.536250e+05 7.2 7.4
## 2166 8.1 2.156965e+01 8.329460e+05 7.4 7.5
## 2167 8.5 2.161727e+02 8.257300e+04 7.6 7.7
## 2168 0.1 NA NA 3.7 3.6
## 2169 0.1 NA NA 4.3 4.3
## 2170 0.1 NA NA 4.3 4.3
## 2171 0.1 NA NA 4.3 4.3
## 2172 0.1 NA NA 4.3 4.3
## 2173 0.1 NA NA 4.3 4.3
## 2174 0.1 NA NA 4.3 4.3
## 2175 0.1 NA NA 4.3 4.4
## 2176 0.1 NA NA 4.3 4.4
## 2177 0.1 NA NA 4.3 4.4
## 2178 0.1 NA NA 4.3 4.4
## 2179 0.2 NA NA 4.4 4.4
## 2180 0.2 NA NA 4.4 4.4
## 2181 0.2 NA NA 4.4 4.4
## 2182 0.1 NA NA 4.4 4.5
## 2183 0.3 NA NA 4.5 4.5
## 2184 0.4 NA NA 4.5 4.5
## 2185 0.1 NA NA 3.5 3.4
## 2186 0.1 NA NA 3.5 3.4
## 2187 0.1 NA NA 3.5 3.4
## 2188 0.1 NA NA 3.5 3.5
## 2189 0.1 NA NA 3.5 3.5
## 2190 0.1 NA NA 3.5 3.5
## 2191 0.2 NA NA 3.6 3.5
## 2192 0.3 NA NA 3.6 3.6
## 2193 0.3 NA NA 3.6 3.6
## 2194 0.3 NA NA 3.7 3.6
## 2195 0.2 NA NA 3.7 3.7
## 2196 0.4 NA NA 3.8 3.7
## 2197 0.4 NA NA 3.8 3.8
## 2198 0.4 NA NA 3.9 3.8
## 2199 0.7 NA NA 3.9 3.9
## 2200 0.7 NA NA 4.0 3.9
## 2201 0.1 4.149363e+03 1.937590e+05 0.2 0.1
## 2202 0.1 4.178973e+03 1.922900e+04 0.2 0.1
## 2203 0.1 4.219651e+03 1.975700e+04 0.2 0.1
## 2204 0.1 4.234554e+03 1.891940e+05 0.2 0.1
## 2205 0.1 3.942983e+03 1.876650e+05 0.2 0.1
## 2206 0.1 3.453487e+03 1.862500e+04 0.2 0.2
## 2207 0.1 3.351128e+02 1.848260e+05 0.2 0.2
## 2208 0.1 3.598222e+02 1.835260e+05 0.2 0.2
## 2209 0.1 3.225431e+02 1.822860e+05 0.2 0.2
## 2210 0.1 2.879639e+02 1.819400e+04 0.2 0.2
## 2211 0.1 2.571262e+03 1.799290e+05 0.2 0.2
## 2212 0.1 2.351338e+03 1.787810e+05 0.2 0.2
## 2213 0.1 1.972942e+02 1.776620e+05 0.2 0.2
## 2214 0.1 1.631417e+03 1.765820e+05 0.2 0.2
## 2215 0.1 1.555475e+03 1.755660e+05 0.2 0.2
## 2216 0.1 1.546892e+02 1.746100e+04 0.2 0.2
## 2217 0.1 NA NA NA NA
## 2218 0.2 1.624640e+03 1.955530e+05 5.5 5.3
## 2219 0.2 1.821879e+03 1.912660e+05 5.6 5.4
## 2220 0.2 1.619533e+03 1.874500e+04 5.7 5.5
## 2221 0.5 1.389500e+02 1.828890e+05 5.9 5.7
## 2222 0.5 1.343262e+02 1.788000e+03 6.0 5.9
## 2223 0.5 1.129755e+03 1.747760e+05 6.1 6.0
## 2224 0.9 1.995715e+02 1.781300e+04 6.3 6.2
## 2225 0.9 1.126462e+03 1.669130e+05 6.5 6.4
## 2226 1.2 8.949280e+02 1.631100e+04 6.7 6.6
## 2227 1.2 8.438945e+02 1.593280e+05 6.9 6.8
## 2228 1.6 8.186157e+01 1.556300e+04 7.0 7.0
## 2229 1.6 6.933457e+02 1.519690e+05 7.2 7.2
## 2230 1.6 6.493422e+02 1.483720e+05 7.4 7.4
## 2231 1.4 5.558185e+02 1.448890e+05 7.6 7.6
## 2232 1.5 5.121638e+01 1.416220e+05 7.8 7.8
## 2233 1.5 NA 1.386600e+04 8.0 8.1
## 2234 0.1 2.732862e+03 NA 7.8 7.6
## 2235 0.1 2.457543e+04 NA 7.7 7.5
## 2236 0.1 2.493439e+04 NA 7.6 7.5
## 2237 0.1 2.533946e+03 NA 7.5 7.4
## 2238 0.1 2.377747e+03 NA 7.4 7.4
## 2239 0.1 1.925959e+04 NA 7.3 7.4
## 2240 0.1 1.694293e+03 NA 7.3 7.3
## 2241 0.1 2.378323e+02 NA 7.2 7.3
## 2242 0.1 1.647217e+04 NA 7.2 7.3
## 2243 0.1 1.533467e+04 NA 7.2 7.3
## 2244 0.1 1.373983e+04 NA 7.2 7.3
## 2245 0.1 1.113887e+04 NA 7.2 7.3
## 2246 0.1 9.567458e+03 NA 7.2 7.3
## 2247 0.1 8.655312e+03 NA 7.3 7.3
## 2248 0.1 8.643494e+03 NA 7.3 7.3
## 2249 0.1 9.126954e+03 NA 7.3 7.4
## 2250 0.3 9.872561e+01 1.497699e+07 9.5 9.3
## 2251 0.3 1.524439e+02 1.454611e+07 9.7 9.5
## 2252 0.3 1.489124e+02 1.412320e+05 9.9 9.7
## 2253 0.4 1.364518e+02 1.373513e+06 1.0 9.9
## 2254 0.4 1.825321e+01 1.339100e+04 1.2 1.1
## 2255 0.4 1.163138e+01 1.291623e+07 1.4 1.3
## 2256 0.5 1.256646e+01 1.255917e+06 1.6 1.5
## 2257 0.6 1.133678e+01 1.223957e+06 1.8 1.7
## 2258 0.7 9.539785e+01 1.187356e+07 11.0 1.9
## 2259 0.7 8.983830e+01 1.155676e+07 11.2 11.1
## 2260 0.7 7.738699e+02 1.125127e+07 11.4 11.3
## 2261 0.7 7.335818e+02 1.955944e+06 11.6 11.5
## 2262 0.7 6.427663e+02 1.679900e+04 11.8 11.7
## 2263 0.7 5.132623e+02 1.396861e+06 12.0 11.9
## 2264 0.6 4.812874e+02 1.134497e+06 12.1 12.1
## 2265 0.5 4.734534e+02 9.884520e+05 12.3 12.3
## 2266 0.1 5.237255e+03 7.953830e+05 2.0 2.0
## 2267 0.1 6.217322e+01 7.135760e+05 2.1 2.1
## 2268 0.1 6.353826e+03 7.164132e+06 2.1 2.1
## 2269 0.1 5.659382e+03 7.199770e+05 2.1 2.1
## 2270 0.1 6.423292e+03 7.234990e+05 2.2 2.2
## 2271 0.1 5.411877e+03 7.291436e+06 2.2 2.3
## 2272 0.1 5.821354e+03 7.328700e+04 2.3 2.3
## 2273 0.1 6.717739e+02 7.352220e+05 2.3 2.4
## 2274 0.1 5.458122e+03 7.381579e+06 2.4 2.4
## 2275 0.1 4.129759e+03 7.411569e+06 2.5 2.5
## 2276 0.1 3.528132e+03 7.447690e+05 2.5 2.6
## 2277 0.1 3.331229e+03 7.463157e+06 2.6 2.6
## 2278 0.1 2.832497e+03 7.485910e+05 2.7 2.7
## 2279 0.1 2.149994e+03 7.496522e+06 2.7 2.8
## 2280 0.1 1.634876e+03 7.534330e+05 2.8 2.8
## 2281 0.1 8.713653e+01 7.516346e+06 2.8 2.9
## 2282 0.1 1.539464e+03 9.341900e+04 5.7 6.0
## 2283 0.1 1.557779e+03 9.135900e+04 5.7 6.0
## 2284 0.1 1.568735e+04 8.994900e+04 5.7 6.1
## 2285 0.1 1.284517e+04 8.833000e+03 5.7 6.1
## 2286 0.1 1.218995e+04 8.744100e+04 5.7 6.1
## 2287 0.1 1.846845e+02 8.977000e+03 5.8 6.2
## 2288 0.1 9.769566e+02 8.729800e+04 5.8 6.2
## 2289 0.1 1.112286e+04 8.695600e+04 5.9 6.3
## 2290 0.1 1.215483e+04 8.533000e+03 5.9 6.3
## 2291 0.1 1.214400e+03 8.460000e+02 5.9 6.3
## 2292 0.1 1.192517e+03 8.285800e+04 6.0 6.4
## 2293 0.1 1.176659e+03 8.247500e+04 6.0 6.4
## 2294 0.1 8.524961e+03 8.278100e+04 6.1 6.5
## 2295 0.1 8.331262e+03 8.372300e+04 6.1 6.6
## 2296 0.1 7.663138e+03 8.122000e+03 6.2 6.6
## 2297 0.1 7.578852e+03 8.113100e+04 6.3 6.7
## 2298 0.5 5.875382e+02 7.237250e+05 7.4 7.3
## 2299 0.6 7.843948e+01 7.791620e+05 7.5 7.4
## 2300 0.8 7.181870e+01 6.922790e+05 7.7 7.6
## 2301 0.9 5.618984e+02 6.766130e+05 7.9 7.8
## 2302 1.3 4.455250e+02 6.611692e+06 8.1 8.0
## 2303 1.6 4.512842e+01 6.458720e+05 8.3 8.2
## 2304 1.7 3.945932e+02 6.312600e+04 8.5 8.4
## 2305 1.9 4.637592e+01 6.165372e+06 8.7 8.7
## 2306 2.2 3.588275e+02 6.154170e+05 8.9 8.9
## 2307 2.2 3.223135e+02 5.848692e+06 9.1 9.1
## 2308 2.2 2.876892e+02 5.658379e+06 9.3 9.3
## 2309 2.1 2.631458e+02 5.439695e+06 9.5 9.5
## 2310 1.9 2.637618e+02 5.199549e+06 9.7 9.8
## 2311 1.7 2.499395e+02 4.957216e+06 9.9 1.0
## 2312 1.5 2.277795e+02 4.739147e+06 1.1 1.2
## 2313 1.2 1.393148e+02 4.564297e+06 1.3 1.4
## 2314 0.1 5.362974e+04 NA 2.2 2.2
## 2315 0.1 5.633672e+04 NA 2.2 2.2
## 2316 0.1 5.629189e+03 NA 2.2 2.2
## 2317 0.1 5.443116e+04 NA 2.2 2.1
## 2318 0.1 5.316668e+04 NA 2.1 2.1
## 2319 0.1 4.656968e+04 NA 2.1 2.1
## 2320 0.1 3.857756e+04 NA 2.1 2.1
## 2321 0.1 3.972148e+04 NA 2.1 2.1
## 2322 0.1 3.922358e+04 NA 2.1 2.0
## 2323 0.1 3.357986e+04 NA 2.1 2.0
## 2324 0.1 2.986985e+04 NA 2.1 2.0
## 2325 0.1 2.745271e+03 NA 2.1 2.0
## 2326 0.1 2.357363e+04 NA 2.1 2.0
## 2327 0.1 2.216833e+03 NA 2.1 2.0
## 2328 0.1 2.157778e+04 NA 2.1 2.0
## 2329 0.1 2.379268e+04 NA 2.1 2.0
## 2330 0.1 NA NA 1.2 1.2
## 2331 0.1 NA NA 1.2 1.2
## 2332 0.1 NA NA 1.2 1.3
## 2333 0.1 NA NA 1.2 1.3
## 2334 0.1 NA NA 1.2 1.3
## 2335 0.1 NA NA 1.3 1.3
## 2336 0.1 NA NA 1.3 1.4
## 2337 0.1 NA NA 1.3 1.4
## 2338 0.1 NA NA 1.3 1.4
## 2339 0.1 NA NA 1.4 1.5
## 2340 0.1 NA NA 1.4 1.5
## 2341 0.1 NA NA 1.4 1.5
## 2342 0.1 NA NA 1.5 1.6
## 2343 0.1 NA NA 1.5 1.6
## 2344 0.1 NA NA 1.5 1.6
## 2345 0.1 NA NA 1.6 1.7
## 2346 0.1 2.729864e+03 2.635310e+05 1.4 1.3
## 2347 0.1 2.426729e+02 2.619800e+04 1.4 1.4
## 2348 0.1 2.315318e+03 2.599530e+05 1.4 1.4
## 2349 0.1 2.248647e+04 2.571590e+05 1.5 1.5
## 2350 0.1 2.498525e+04 2.528430e+05 1.6 1.6
## 2351 0.1 2.343747e+04 2.485830e+05 1.6 1.6
## 2352 0.1 2.463380e+04 2.396690e+05 1.7 1.7
## 2353 0.1 2.751813e+03 2.213160e+05 1.7 1.7
## 2354 0.1 2.384132e+04 2.181220e+05 1.8 1.8
## 2355 0.1 1.972613e+04 2.686800e+04 1.8 1.9
## 2356 0.1 1.816919e+04 2.474000e+03 1.9 2.0
## 2357 0.1 1.726915e+03 1.997120e+05 2.0 2.0
## 2358 0.1 1.488472e+03 1.995733e+06 2.0 2.1
## 2359 0.1 1.181500e+04 1.994530e+05 2.1 2.2
## 2360 0.1 1.479296e+03 1.992600e+04 2.2 2.2
## 2361 0.1 1.227737e+03 1.988925e+06 2.2 2.3
## 2362 0.1 1.922414e+03 5.874820e+05 1.1 1.2
## 2363 0.1 2.965262e+01 5.755400e+04 1.1 1.2
## 2364 0.1 1.885159e+02 5.635130e+05 1.1 1.2
## 2365 0.1 1.858690e+03 5.515310e+05 1.2 1.2
## 2366 0.1 1.642838e+03 5.396140e+05 1.2 1.2
## 2367 0.1 1.272448e+03 5.277900e+04 1.2 1.2
## 2368 0.1 1.158283e+03 5.167900e+04 1.2 1.2
## 2369 0.1 1.257917e+02 5.447700e+04 1.2 1.2
## 2370 0.1 1.469311e+02 4.929400e+04 1.2 1.2
## 2371 0.1 9.486593e+02 4.814220e+05 1.3 1.3
## 2372 0.1 8.887486e+01 4.698850e+05 1.3 1.3
## 2373 0.1 8.184426e+02 4.583240e+05 1.3 1.3
## 2374 0.1 7.447657e+02 4.467690e+05 1.3 1.3
## 2375 0.1 7.849563e+02 4.352620e+05 1.4 1.4
## 2376 0.1 9.448168e+02 4.238530e+05 1.4 1.4
## 2377 0.1 1.545186e+02 4.126900e+04 1.4 1.4
## 2378 0.7 4.269854e+02 NA 6.6 6.4
## 2379 0.8 4.178914e+02 NA 6.7 6.5
## 2380 0.8 4.754324e+01 NA 6.8 6.6
## 2381 0.8 NA NA 6.8 6.7
## 2382 0.8 NA NA 6.9 6.7
## 2383 0.8 NA NA 7.0 6.8
## 2384 0.8 NA NA 7.1 6.9
## 2385 0.9 NA NA 7.2 7.0
## 2386 0.9 NA NA 7.3 7.1
## 2387 0.9 NA NA 7.4 7.2
## 2388 0.9 NA NA 7.5 7.3
## 2389 0.9 NA NA 7.6 7.4
## 2390 0.9 NA NA 7.7 7.5
## 2391 0.9 NA NA 7.8 7.6
## 2392 0.8 NA NA 7.9 7.7
## 2393 0.8 NA NA 8.0 7.9
## 2394 3.6 5.769773e+03 5.511977e+06 4.4 5.3
## 2395 3.7 6.479626e+03 5.414673e+07 4.9 5.9
## 2396 4.5 6.876954e+03 5.331196e+07 5.4 6.5
## 2397 7.6 7.548164e+03 5.256516e+06 6.0 7.3
## 2398 8.5 8.499542e+02 5.172935e+07 6.6 8.0
## 2399 11.0 7.362761e+03 5.979432e+06 7.3 8.9
## 2400 19.0 5.888628e+03 5.255813e+06 8.1 9.8
## 2401 23.5 5.786600e+03 4.955757e+07 8.9 1.7
## 2402 26.4 6.125400e+03 4.888384e+07 9.7 11.7
## 2403 28.1 5.631735e+03 4.823384e+06 1.6 12.8
## 2404 29.5 5.414634e+03 4.766672e+05 11.6 13.9
## 2405 29.7 4.863517e+03 4.717990e+03 12.6 15.0
## 2406 28.9 3.775683e+03 4.641819e+07 13.5 16.1
## 2407 26.6 2.518398e+03 4.585548e+07 14.5 17.1
## 2408 24.0 2.681781e+03 4.531294e+07 15.4 18.1
## 2409 21.3 3.372253e+02 4.489686e+07 16.3 19.1
## 2410 3.4 7.587258e+02 1.188214e+07 NA NA
## 2411 3.5 1.151862e+03 1.153971e+06 NA NA
## 2412 3.6 1.186113e+03 1.117749e+06 NA NA
## 2413 3.8 9.584558e+02 1.818258e+06 NA NA
## 2414 3.9 1.769713e+02 1.448857e+06 NA NA
## 2415 4.0 1.562239e+03 1.671920e+05 NA NA
## 2416 4.2 1.264790e+03 9.676670e+05 NA NA
## 2417 4.2 1.678712e+03 9.263136e+06 NA NA
## 2418 4.2 NA 8.856800e+04 NA NA
## 2419 4.1 NA 8.468152e+06 NA NA
## 2420 3.9 NA 8.188770e+05 NA NA
## 2421 3.8 NA 7.787655e+06 NA NA
## 2422 3.5 NA 7.516420e+05 NA NA
## 2423 3.3 NA 7.237276e+06 NA NA
## 2424 3.0 NA 6.974442e+06 NA NA
## 2425 2.7 NA 6.765600e+04 NA NA
## 2426 0.1 2.568385e+04 4.644770e+07 0.6 0.5
## 2427 0.1 2.964722e+02 4.648882e+06 0.6 0.5
## 2428 0.1 2.921934e+03 4.662450e+05 0.6 0.5
## 2429 0.1 2.856229e+04 4.677355e+06 0.6 0.5
## 2430 0.1 3.183422e+04 4.674270e+07 0.6 0.5
## 2431 0.1 3.736228e+03 4.657690e+07 0.6 0.5
## 2432 0.1 3.233347e+04 4.636295e+07 0.6 0.5
## 2433 0.1 3.557874e+04 4.595416e+06 0.6 0.5
## 2434 0.1 3.279414e+03 4.522683e+06 0.6 0.5
## 2435 0.1 2.848269e+04 4.439732e+07 0.6 0.5
## 2436 0.1 2.651717e+03 4.365316e+07 0.6 0.5
## 2437 0.1 2.491865e+04 4.292190e+07 0.6 0.5
## 2438 0.1 2.149577e+04 4.218764e+07 0.6 0.5
## 2439 0.1 1.719535e+03 4.143156e+07 0.6 0.5
## 2440 0.1 1.532361e+04 4.854120e+05 0.6 0.5
## 2441 0.1 1.467677e+04 4.567864e+06 0.6 0.5
## 2442 0.1 3.844891e+03 2.966000e+03 15.1 15.0
## 2443 0.1 3.825499e+02 2.771000e+03 15.2 15.0
## 2444 0.1 3.612894e+02 2.585000e+03 15.2 15.1
## 2445 0.1 3.355214e+02 2.425000e+03 15.3 15.2
## 2446 0.1 3.229926e+02 2.271000e+03 15.3 15.3
## 2447 0.1 2.819511e+03 2.119000e+03 15.3 15.3
## 2448 0.1 2.166816e+02 1.996800e+04 15.3 15.4
## 2449 0.1 2.544892e+02 1.981700e+04 15.4 15.4
## 2450 0.1 1.644816e+03 1.966800e+04 15.4 15.5
## 2451 0.1 1.448761e+03 1.952000e+03 15.4 15.5
## 2452 0.1 1.259876e+03 1.937300e+04 15.4 15.5
## 2453 0.1 1.746692e+02 1.922800e+04 15.4 15.5
## 2454 0.1 9.894548e+02 1.983000e+03 15.4 15.5
## 2455 0.1 8.731472e+02 1.893900e+04 15.4 15.6
## 2456 0.1 8.376998e+02 1.879700e+04 15.4 15.6
## 2457 0.1 8.754122e+02 1.865500e+04 15.3 15.5
## 2458 0.3 2.513885e+03 3.864783e+06 NA NA
## 2459 0.3 2.176898e+03 3.773791e+07 NA NA
## 2460 0.3 1.955668e+03 3.684992e+07 NA NA
## 2461 0.3 1.892894e+03 3.599192e+06 NA NA
## 2462 0.3 1.666858e+03 3.516731e+07 NA NA
## 2463 0.3 1.476479e+03 3.438596e+07 NA NA
## 2464 0.3 1.226884e+03 3.365619e+06 NA NA
## 2465 0.3 1.291529e+03 3.295550e+07 NA NA
## 2466 0.3 1.115695e+03 3.228253e+07 NA NA
## 2467 0.2 8.938794e+02 3.167640e+05 NA NA
## 2468 0.2 6.797540e+02 3.911914e+06 NA NA
## 2469 0.2 5.655695e+02 3.186341e+06 NA NA
## 2470 0.2 4.777385e+02 2.943594e+07 NA NA
## 2471 0.2 4.121518e+02 2.867956e+07 NA NA
## 2472 0.2 3.775254e+02 2.794550e+05 NA NA
## 2473 0.1 3.613584e+02 2.725535e+06 NA NA
## 2474 0.4 8.818983e+03 5.532800e+04 3.5 3.5
## 2475 0.4 9.564464e+03 5.479280e+05 3.5 3.5
## 2476 0.4 9.484569e+03 5.425400e+04 3.5 3.5
## 2477 0.9 9.272413e+03 5.377700e+04 3.5 3.4
## 2478 0.1 8.318977e+03 5.315890e+05 3.5 3.4
## 2479 0.5 8.333133e+02 5.261300e+04 3.5 3.4
## 2480 0.6 7.443852e+03 5.261900e+04 3.5 3.4
## 2481 1.2 6.858163e+03 5.151480e+05 3.5 3.4
## 2482 0.8 5.761395e+03 5.975000e+03 3.5 3.4
## 2483 0.6 5.279200e+02 5.437000e+03 3.5 3.4
## 2484 0.6 3.595885e+03 4.989460e+05 3.5 3.4
## 2485 0.9 3.648773e+01 4.936300e+04 3.5 3.5
## 2486 1.0 2.631399e+02 4.883320e+05 3.5 3.5
## 2487 1.6 2.232513e+03 4.834400e+04 3.5 3.5
## 2488 1.8 1.598775e+03 4.777400e+04 3.6 3.5
## 2489 0.4 1.888618e+03 4.723900e+04 3.6 3.6
## 2490 7.1 3.136925e+03 1.319110e+05 4.0 4.1
## 2491 7.3 3.464352e+03 1.295970e+05 4.3 4.3
## 2492 9.8 3.598760e+03 1.271456e+06 4.5 4.6
## 2493 12.2 3.851515e+03 1.248158e+06 4.8 4.9
## 2494 15.7 3.934273e+03 1.225258e+06 5.1 5.2
## 2495 21.6 3.692393e+02 1.228430e+05 5.4 5.6
## 2496 33.7 3.325171e+02 1.186750e+05 5.8 5.9
## 2497 40.2 2.842438e+03 1.158897e+06 6.1 6.3
## 2498 40.7 3.474880e+02 1.138434e+06 6.5 6.7
## 2499 43.7 2.937367e+03 1.125140e+05 6.9 7.1
## 2500 49.1 2.873862e+03 1.158730e+05 7.3 7.5
## 2501 50.3 2.529634e+03 1.955300e+04 7.7 7.9
## 2502 50.6 2.299449e+01 1.873920e+05 8.2 8.4
## 2503 49.9 1.324996e+03 1.893000e+03 8.6 8.8
## 2504 48.8 1.437635e+03 1.729270e+05 9.0 9.2
## 2505 46.4 1.637457e+03 1.614680e+05 9.4 9.6
## 2506 0.1 5.585258e+03 9.799186e+06 1.5 1.4
## 2507 0.1 5.918199e+03 9.696110e+05 1.5 1.3
## 2508 0.1 6.283245e+03 9.637900e+04 1.4 1.3
## 2509 0.1 5.713478e+04 9.519374e+06 1.4 1.3
## 2510 0.1 5.959329e+04 9.449213e+06 1.4 1.3
## 2511 0.1 5.276256e+03 9.378126e+06 1.3 1.3
## 2512 0.1 4.627592e+03 9.298515e+06 1.3 1.3
## 2513 0.1 5.574684e+04 9.219637e+06 1.3 1.3
## 2514 0.1 5.332438e+04 9.148920e+05 1.3 1.3
## 2515 0.1 4.625647e+04 9.855000e+03 1.3 1.3
## 2516 0.1 4.385353e+03 9.295720e+05 1.3 1.3
## 2517 0.1 4.244222e+04 8.993531e+06 1.3 1.3
## 2518 0.1 3.696143e+04 8.958229e+06 1.3 1.3
## 2519 0.1 2.957174e+04 8.924958e+06 1.3 1.3
## 2520 0.1 2.696924e+04 8.895960e+05 1.3 1.3
## 2521 0.1 2.928355e+04 8.872190e+05 1.4 1.3
## 2522 0.1 8.989842e+03 8.282396e+06 0.4 0.3
## 2523 0.1 8.581459e+04 8.188649e+06 0.4 0.3
## 2524 0.1 8.465889e+04 8.893460e+05 0.4 0.3
## 2525 0.1 8.316439e+04 7.996861e+06 0.5 0.3
## 2526 0.1 8.799844e+04 7.912398e+06 0.5 0.3
## 2527 0.1 7.427672e+04 7.824990e+05 0.5 0.4
## 2528 0.1 6.967247e+04 7.743831e+06 0.5 0.4
## 2529 0.1 7.211957e+04 7.647675e+06 0.5 0.4
## 2530 0.1 6.322347e+04 7.551117e+06 0.5 0.4
## 2531 0.1 5.734893e+04 7.483934e+06 0.6 0.4
## 2532 0.1 5.479755e+04 7.437115e+06 0.6 0.4
## 2533 0.1 5.325598e+04 7.389625e+06 0.6 0.4
## 2534 0.1 4.796565e+03 7.339100e+04 0.6 0.5
## 2535 0.1 4.133672e+04 7.284753e+06 0.6 0.5
## 2536 0.1 3.853864e+04 7.229854e+06 0.7 0.5
## 2537 0.1 3.781323e+04 7.184250e+05 0.7 0.5
## 2538 0.1 NA 1.873499e+07 6.3 6.1
## 2539 0.1 NA 1.923900e+04 6.3 6.1
## 2540 0.1 NA 1.989141e+06 6.3 6.1
## 2541 0.1 NA 2.427100e+04 6.3 6.1
## 2542 0.1 NA 2.863993e+06 6.3 6.1
## 2543 0.1 NA 2.118834e+06 6.4 6.1
## 2544 0.1 NA 2.824893e+06 6.4 6.2
## 2545 0.1 NA 2.325443e+06 6.4 6.2
## 2546 0.1 2.583529e+02 1.963286e+06 6.4 6.2
## 2547 0.1 1.762246e+03 1.891498e+07 6.4 6.3
## 2548 0.1 1.577457e+03 1.829461e+07 6.5 6.3
## 2549 0.1 1.488527e+02 1.786638e+06 6.5 6.3
## 2550 0.1 1.253391e+03 1.741527e+07 6.6 6.4
## 2551 0.1 1.263135e+03 1.787910e+05 6.6 6.5
## 2552 0.1 1.258422e+03 1.676690e+07 6.7 6.5
## 2553 0.1 1.177629e+03 1.641848e+06 6.8 6.6
## 2554 0.2 9.186772e+02 8.548651e+06 3.6 3.7
## 2555 0.2 1.144592e+02 8.362745e+06 3.6 3.7
## 2556 0.2 1.421441e+01 8.177890e+05 3.6 3.7
## 2557 0.2 9.547253e+02 7.995620e+05 3.6 3.7
## 2558 0.2 8.345413e+02 7.815949e+06 3.7 3.7
## 2559 0.2 7.383475e+02 7.641630e+05 3.7 3.8
## 2560 0.2 6.663459e+02 7.472819e+06 3.7 3.8
## 2561 0.3 7.691413e+01 7.397280e+05 3.8 3.8
## 2562 0.3 5.235956e+01 7.152385e+06 3.8 3.8
## 2563 0.3 4.428727e+01 7.557000e+03 3.8 3.9
## 2564 0.3 3.373592e+02 6.854176e+06 3.8 3.9
## 2565 0.3 3.928183e+01 6.712841e+06 3.9 3.9
## 2566 0.3 2.363144e+02 6.576877e+06 4.0 4.0
## 2567 0.3 1.893879e+02 6.447688e+06 4.0 4.0
## 2568 0.3 1.781597e+01 6.327125e+06 4.1 4.1
## 2569 0.3 1.384366e+02 6.216250e+05 4.2 4.1
## 2570 0.1 5.814863e+03 6.865760e+05 7.7 7.7
## 2571 0.1 5.941847e+03 6.841677e+07 7.8 7.8
## 2572 0.1 6.171262e+03 6.814365e+06 7.9 7.9
## 2573 0.1 5.859916e+03 6.784398e+07 8.0 8.1
## 2574 0.2 5.491160e+03 6.753130e+05 8.1 8.2
## 2575 0.2 5.753218e+02 6.728880e+05 8.2 8.3
## 2576 0.3 4.212549e+03 6.688187e+07 8.3 8.5
## 2577 0.3 4.378687e+03 6.654576e+06 8.5 8.6
## 2578 0.4 3.972265e+03 6.619562e+07 8.6 8.8
## 2579 0.5 3.368953e+03 6.582416e+07 8.7 8.9
## 2580 0.5 2.893651e+03 6.542547e+06 8.9 9.1
## 2581 0.5 2.659839e+03 6.522310e+05 9.0 9.2
## 2582 0.6 2.358936e+03 6.455495e+07 9.1 9.3
## 2583 0.7 2.965462e+02 6.473164e+06 9.2 9.5
## 2584 0.8 1.893145e+03 6.354332e+07 9.3 9.6
## 2585 0.8 2.756483e+01 6.295821e+06 9.4 9.7
## 2586 0.1 NA NA 2.1 2.1
## 2587 0.1 NA NA 2.2 2.2
## 2588 0.1 NA NA 2.2 2.2
## 2589 0.1 NA NA 2.2 2.2
## 2590 0.1 NA NA 2.2 2.3
## 2591 0.1 NA NA 2.3 2.3
## 2592 0.1 NA NA 2.3 2.4
## 2593 0.1 NA NA 2.4 2.4
## 2594 0.1 NA NA 2.4 2.5
## 2595 0.1 NA NA 2.5 2.5
## 2596 0.1 NA NA 2.5 2.6
## 2597 0.1 NA NA 2.6 2.6
## 2598 0.1 NA NA 2.7 2.7
## 2599 0.1 NA NA 2.7 2.7
## 2600 0.1 NA NA 2.8 2.8
## 2601 0.1 NA NA 2.8 2.8
## 2602 0.1 1.161769e+03 1.249770e+05 1.9 11.1
## 2603 0.1 1.153516e+03 1.212814e+06 1.9 11.1
## 2604 0.1 1.177657e+02 1.184366e+06 11.1 11.2
## 2605 0.1 1.117777e+03 1.156760e+05 11.2 11.3
## 2606 0.1 1.145618e+02 1.131523e+06 11.3 11.4
## 2607 0.1 8.498627e+02 1.195910e+05 11.5 11.5
## 2608 0.1 7.573114e+02 1.922100e+04 11.6 11.6
## 2609 0.1 6.437191e+02 1.781100e+04 11.7 11.7
## 2610 0.1 5.248959e+02 1.649730e+05 11.8 11.8
## 2611 0.1 4.415323e+02 1.486210e+05 11.9 11.9
## 2612 0.1 4.783319e+02 1.264840e+05 12.0 11.9
## 2613 0.1 4.675438e+02 9.966980e+05 12.0 12.0
## 2614 0.1 4.714566e+02 9.685200e+04 12.1 12.1
## 2615 0.1 4.861552e+01 9.238250e+05 12.1 12.1
## 2616 0.1 5.642499e+01 8.925310e+05 12.1 12.2
## 2617 0.1 4.222863e+02 8.716700e+04 12.2 12.2
## 2618 1.0 5.511383e+02 7.416820e+05 6.5 6.2
## 2619 1.0 6.213185e+01 7.228915e+06 6.6 6.4
## 2620 1.5 5.794348e+02 7.429480e+05 6.8 6.6
## 2621 1.7 5.636894e+02 6.859482e+06 7.0 6.8
## 2622 2.6 5.623394e+02 6.679282e+06 7.1 7.0
## 2623 3.8 4.879239e+02 6.529520e+05 7.3 7.2
## 2624 4.3 4.996469e+02 6.334720e+05 7.5 7.4
## 2625 4.8 5.133919e+02 6.161796e+06 7.7 7.6
## 2626 5.1 4.276474e+01 5.997385e+06 7.9 7.8
## 2627 5.0 3.773363e+02 5.837792e+06 8.1 8.0
## 2628 5.0 3.721722e+02 5.683268e+06 8.4 8.3
## 2629 5.1 3.499937e+02 5.534598e+06 8.6 8.5
## 2630 5.2 3.143714e+01 5.391410e+05 8.8 8.7
## 2631 5.3 2.883212e+01 5.251472e+06 9.0 8.9
## 2632 5.3 2.663947e+01 5.111770e+05 9.2 9.1
## 2633 5.1 2.639329e+01 4.973670e+05 9.4 9.3
## 2634 0.1 4.937754e+02 1.636400e+04 0.1 0.1
## 2635 0.1 4.192350e+03 1.578200e+04 0.1 0.1
## 2636 0.1 4.266557e+03 1.532800e+04 0.1 0.1
## 2637 0.1 4.515425e+02 1.495100e+04 0.1 0.1
## 2638 0.1 4.451887e+02 1.457700e+04 0.1 0.1
## 2639 0.1 3.547600e+03 1.413700e+04 0.1 0.1
## 2640 0.1 3.784656e+01 1.364000e+03 0.1 0.1
## 2641 0.1 3.392647e+03 1.350000e+02 0.1 0.1
## 2642 0.1 2.932316e+03 1.235700e+04 0.1 0.1
## 2643 0.1 2.892523e+03 1.168900e+04 0.1 0.1
## 2644 0.1 2.594750e+03 1.141000e+03 0.1 0.1
## 2645 0.1 2.284379e+03 1.460000e+02 0.1 0.1
## 2646 0.1 2.297147e+02 9.978900e+04 0.1 0.1
## 2647 0.1 1.842444e+03 9.918400e+04 0.1 0.1
## 2648 0.1 1.837977e+03 9.861100e+04 0.1 0.1
## 2649 0.1 2.632724e+02 9.882000e+03 0.1 0.1
## 2650 0.3 1.732183e+04 1.369200e+04 5.7 5.9
## 2651 0.3 1.932524e+04 1.354493e+06 5.8 6.0
## 2652 0.3 1.967833e+03 1.348248e+06 5.8 6.0
## 2653 0.4 1.915253e+04 1.341588e+06 5.9 6.1
## 2654 0.4 1.953977e+03 1.334788e+06 5.9 6.2
## 2655 0.4 1.668395e+04 1.328100e+04 5.9 6.3
## 2656 0.2 1.458880e+03 1.321618e+06 6.0 6.4
## 2657 0.3 2.118812e+04 1.315372e+06 6.1 6.4
## 2658 0.7 1.653184e+03 1.392600e+04 6.1 6.5
## 2659 0.6 1.495963e+03 1.331440e+05 6.2 6.6
## 2660 0.5 1.232313e+04 1.296934e+06 6.3 6.7
## 2661 1.0 1.295191e+02 1.295350e+05 6.3 6.8
## 2662 0.5 8.845187e+02 1.284520e+05 6.4 6.9
## 2663 2.0 7.496266e+02 1.277837e+06 6.5 7.0
## 2664 1.2 6.935721e+03 1.272380e+05 6.6 7.1
## 2665 0.9 6.439473e+02 1.267984e+06 6.7 7.2
## 2666 0.1 3.828916e+03 1.127366e+07 6.5 6.4
## 2667 0.1 4.271682e+03 1.114398e+06 6.5 6.4
## 2668 0.1 4.199473e+03 1.114558e+06 6.4 6.3
## 2669 0.1 4.137554e+03 1.886668e+06 6.4 6.3
## 2670 0.1 4.256913e+03 1.761467e+06 6.4 6.3
## 2671 0.1 4.141518e+02 1.639931e+06 6.3 6.3
## 2672 0.1 4.129977e+03 1.521834e+06 6.3 6.3
## 2673 0.1 4.319326e+02 1.473360e+05 6.3 6.3
## 2674 0.1 3.778184e+03 1.298870e+05 6.3 6.3
## 2675 0.1 3.371712e+03 1.196136e+06 6.3 6.3
## 2676 0.1 3.194562e+03 1.124820e+05 6.4 6.3
## 2677 0.1 3.112835e+03 1.176100e+04 6.4 6.3
## 2678 0.1 2.761969e+03 9.939678e+06 6.4 6.3
## 2679 0.1 2.346594e+03 9.864326e+06 6.5 6.4
## 2680 0.1 2.254933e+03 9.785710e+05 6.5 6.4
## 2681 0.1 2.213915e+03 9.699197e+06 6.6 6.5
## 2682 0.1 1.979526e+03 7.827147e+07 4.9 4.8
## 2683 0.1 1.212723e+04 7.736280e+05 4.9 4.7
## 2684 0.1 1.254294e+04 7.578733e+07 4.9 4.7
## 2685 0.1 1.172384e+03 7.456987e+07 4.9 4.7
## 2686 0.1 1.134113e+04 7.349455e+06 4.9 4.7
## 2687 0.1 1.672569e+03 7.232691e+07 4.9 4.7
## 2688 0.1 9.364999e+02 7.133918e+07 4.9 4.8
## 2689 0.1 1.856898e+02 7.443200e+04 5.0 4.8
## 2690 0.1 9.794925e+02 6.959728e+07 5.0 4.8
## 2691 0.1 8.348692e+02 6.876345e+06 5.0 4.8
## 2692 0.1 7.384355e+03 6.793460e+05 5.0 4.9
## 2693 0.1 6.472953e+01 6.778550e+05 5.1 4.9
## 2694 0.1 4.718513e+03 6.685830e+05 5.1 5.0
## 2695 0.1 3.665700e+02 6.514354e+06 5.2 5.0
## 2696 0.1 3.119637e+03 6.419147e+07 5.2 5.1
## 2697 0.1 4.316554e+03 6.324121e+06 5.3 5.2
## 2698 0.1 6.432669e+03 5.565284e+06 3.3 3.3
## 2699 0.1 7.962366e+03 5.466241e+06 3.3 3.3
## 2700 0.1 7.344253e+02 5.366277e+06 3.2 3.3
## 2701 0.1 6.675263e+03 5.267839e+06 3.2 3.3
## 2702 0.1 5.649978e+03 5.174610e+05 3.2 3.3
## 2703 0.1 4.439230e+03 5.872100e+04 3.2 3.3
## 2704 0.1 4.364592e+02 5.795000e+03 3.2 3.3
## 2705 0.1 3.944677e+02 4.935762e+06 3.2 3.3
## 2706 0.1 2.637143e+01 4.871370e+05 3.3 3.3
## 2707 0.1 2.136668e+03 4.811500e+04 3.3 3.3
## 2708 0.1 1.745147e+02 4.754641e+06 3.4 3.4
## 2709 0.1 1.453917e+03 4.733980e+05 3.4 3.4
## 2710 0.1 1.283886e+03 4.655741e+06 3.5 3.4
## 2711 0.1 9.679175e+02 4.612000e+03 3.5 3.5
## 2712 0.1 7.744763e+02 4.564800e+04 3.6 3.5
## 2713 0.1 6.431752e+02 4.516131e+06 3.6 3.6
## 2714 0.1 3.542136e+03 1.819000e+03 0.2 0.1
## 2715 3.1 6.938964e+02 4.144870e+05 5.6 5.6
## 2716 3.2 7.191727e+02 3.883334e+07 5.7 5.6
## 2717 4.0 6.624923e+02 3.755373e+07 5.7 5.7
## 2718 4.6 6.477474e+02 3.636796e+06 5.8 5.8
## 2719 6.8 5.843962e+02 3.593648e+06 5.9 5.9
## 2720 8.0 5.949973e+02 3.391513e+07 6.0 6.0
## 2721 8.1 6.471773e+02 3.277190e+07 6.1 6.1
## 2722 8.2 4.496928e+02 3.166390e+07 6.2 6.2
## 2723 8.4 4.185863e+01 3.594870e+05 6.3 6.3
## 2724 8.6 3.364594e+02 2.955662e+06 6.4 6.4
## 2725 8.7 3.157882e+02 2.854394e+06 6.5 6.5
## 2726 8.9 2.882369e+02 2.756844e+07 6.6 6.6
## 2727 9.4 2.379996e+02 2.662482e+06 6.7 6.7
## 2728 10.0 2.424232e+01 2.571848e+06 6.8 6.8
## 2729 10.8 2.349848e+02 2.485489e+07 6.9 6.9
## 2730 11.6 2.576337e+02 2.439274e+06 7.0 7.0
## 2731 0.2 2.124663e+03 4.515429e+06 2.3 2.4
## 2732 0.2 3.146583e+02 4.527195e+07 2.3 2.4
## 2733 0.2 4.297155e+02 4.548960e+05 2.3 2.4
## 2734 0.2 3.855421e+03 4.559330e+05 2.4 2.4
## 2735 0.2 3.569757e+03 4.576100e+04 2.4 2.5
## 2736 0.2 2.965142e+03 4.587700e+04 2.4 2.5
## 2737 0.3 2.545483e+03 4.653300e+04 2.5 2.6
## 2738 0.4 3.891378e+03 4.625820e+05 2.5 2.6
## 2739 0.7 3.686900e+02 4.659350e+05 2.5 2.7
## 2740 0.8 2.331883e+02 4.678775e+06 2.6 2.7
## 2741 0.9 1.828718e+03 4.715150e+05 2.7 2.8
## 2742 1.0 1.367352e+03 4.745160e+05 2.7 2.8
## 2743 0.9 1.485225e+02 4.781295e+06 2.8 2.9
## 2744 0.9 8.794755e+02 4.822500e+04 2.9 3.0
## 2745 0.8 7.873824e+01 4.868386e+07 2.9 3.0
## 2746 0.7 6.357896e+02 4.917585e+07 3.0 3.1
## 2747 0.1 3.911747e+03 NA 5.3 5.1
## 2748 0.1 4.444974e+04 NA 5.2 5.0
## 2749 0.1 4.335643e+03 NA 5.2 5.0
## 2750 0.1 4.211224e+04 NA 5.1 5.0
## 2751 0.1 4.462313e+03 NA 5.1 4.9
## 2752 0.1 3.549148e+03 NA 5.1 4.9
## 2753 0.1 3.372575e+03 NA 5.1 4.9
## 2754 0.1 4.575896e+04 NA 5.1 4.9
## 2755 0.1 4.267261e+04 NA 5.1 4.9
## 2756 0.1 4.237222e+04 NA 5.1 4.9
## 2757 0.1 3.943982e+04 NA 5.1 4.9
## 2758 0.1 3.616118e+04 NA 5.2 4.9
## 2759 0.1 3.323523e+03 NA 5.2 5.0
## 2760 0.1 3.131136e+04 NA 5.3 5.0
## 2761 0.1 3.161529e+03 NA 5.3 5.1
## 2762 0.1 3.371269e+03 NA 5.4 5.1
## 2763 0.1 NA NA 0.8 0.6
## 2764 0.1 NA NA 0.8 0.5
## 2765 0.1 NA NA 0.8 0.5
## 2766 0.1 NA NA 0.8 0.5
## 2767 0.1 NA NA 0.8 0.5
## 2768 0.1 NA NA 0.8 0.5
## 2769 0.1 NA NA 0.8 0.5
## 2770 0.1 NA NA 0.8 0.5
## 2771 0.1 NA NA 0.7 0.5
## 2772 0.1 NA NA 0.7 0.5
## 2773 0.1 NA NA 0.7 0.5
## 2774 0.1 NA NA 0.7 0.5
## 2775 0.1 NA NA 0.7 0.5
## 2776 0.1 NA NA 0.7 0.5
## 2777 0.1 NA NA 0.7 0.5
## 2778 0.1 NA NA 0.7 0.5
## 2779 1.4 NA NA 6.7 6.5
## 2780 1.4 NA NA 6.8 6.6
## 2781 2.1 NA NA 6.8 6.7
## 2782 2.4 NA NA 6.9 6.8
## 2783 3.1 NA NA 7.0 6.9
## 2784 4.6 NA NA 7.1 7.1
## 2785 6.4 NA NA 7.2 7.2
## 2786 7.4 NA NA 7.3 7.3
## 2787 8.5 NA NA 7.5 7.4
## 2788 9.4 NA NA 7.6 7.5
## 2789 10.0 NA NA 7.7 7.6
## 2790 10.8 NA NA 7.8 7.8
## 2791 11.5 NA NA 7.9 7.9
## 2792 12.1 NA NA 8.0 8.0
## 2793 12.5 NA NA 8.2 8.1
## 2794 12.8 NA NA 8.3 8.3
## 2795 0.1 NA NA 0.8 0.6
## 2796 0.1 NA NA 0.8 0.6
## 2797 0.1 NA NA 0.7 0.6
## 2798 0.1 NA NA 0.7 0.6
## 2799 0.1 NA NA 0.7 0.6
## 2800 0.1 NA NA 0.7 0.6
## 2801 0.1 NA NA 0.7 0.6
## 2802 0.1 NA NA 0.7 0.6
## 2803 0.1 NA NA 0.7 0.6
## 2804 0.1 NA NA 0.7 0.6
## 2805 0.1 NA NA 0.7 0.6
## 2806 0.1 NA NA 0.7 0.6
## 2807 0.1 NA NA 0.7 0.6
## 2808 0.1 NA NA 0.8 0.6
## 2809 0.1 NA NA 0.8 0.6
## 2810 0.1 NA NA 0.8 0.7
## 2811 0.1 1.552484e+04 3.431552e+06 1.5 1.4
## 2812 0.1 1.673790e+04 3.419546e+06 1.5 1.4
## 2813 0.1 1.688126e+04 3.485000e+03 1.5 1.4
## 2814 0.1 1.592682e+03 3.396777e+06 1.5 1.5
## 2815 0.1 1.416650e+04 3.385624e+06 1.5 1.5
## 2816 0.1 1.193821e+04 3.374415e+06 1.5 1.5
## 2817 0.1 9.415174e+03 3.362755e+06 1.5 1.5
## 2818 0.1 9.623122e+02 3.358240e+05 1.6 1.5
## 2819 0.1 7.969746e+01 3.339741e+06 1.6 1.5
## 2820 0.1 5.877877e+03 3.331430e+05 1.6 1.6
## 2821 0.1 5.229511e+02 3.325612e+06 1.6 1.6
## 2822 0.1 4.117389e+03 3.324960e+05 1.7 1.6
## 2823 0.1 3.622523e+03 3.325637e+06 1.7 1.6
## 2824 0.1 4.887689e+02 3.327773e+06 1.7 1.7
## 2825 0.1 6.281377e+03 3.327130e+05 1.8 1.7
## 2826 0.1 6.871898e+03 3.321245e+06 1.8 1.7
## 2827 0.1 2.137577e+03 3.129890e+05 3.0 3.1
## 2828 0.1 2.544841e+01 3.757700e+04 3.0 3.1
## 2829 0.1 1.975512e+02 3.243200e+04 3.0 3.1
## 2830 0.1 1.744683e+02 2.977450e+05 3.0 3.1
## 2831 0.1 1.564967e+03 2.933940e+05 3.0 3.1
## 2832 0.2 1.377821e+03 2.856240e+05 3.0 3.1
## 2833 0.2 1.213265e+03 2.776740e+05 3.1 3.1
## 2834 0.3 1.822862e+02 2.732800e+04 3.1 3.1
## 2835 0.3 8.347694e+01 2.686800e+04 3.1 3.1
## 2836 0.4 6.542838e+02 2.648825e+06 3.2 3.2
## 2837 0.3 5.467769e+02 2.616700e+04 3.2 3.2
## 2838 0.3 4.651199e+02 2.586435e+06 3.2 3.2
## 2839 0.3 3.961300e+02 2.556765e+06 3.3 3.3
## 2840 0.2 3.833495e+02 2.527185e+06 3.3 3.3
## 2841 0.2 4.567349e+02 2.496445e+06 3.4 3.3
## 2842 0.1 5.582211e+02 2.465400e+04 3.4 3.4
## 2843 0.1 2.858341e+02 2.646300e+04 1.5 1.4
## 2844 0.1 3.148365e+03 2.588500e+04 1.5 1.4
## 2845 0.1 3.167344e+03 2.531420e+05 1.5 1.4
## 2846 0.1 3.158587e+03 2.474850e+05 1.5 1.4
## 2847 0.1 3.275917e+03 2.418710e+05 1.5 1.4
## 2848 0.1 2.965824e+03 2.362950e+05 1.5 1.4
## 2849 0.1 2.643441e+03 2.378500e+04 1.5 1.5
## 2850 0.1 2.697961e+03 2.253400e+04 1.5 1.5
## 2851 0.1 2.393367e+03 2.199530e+05 1.6 1.5
## 2852 0.1 2.479782e+02 2.146340e+05 1.6 1.5
## 2853 0.1 1.886433e+03 2.937000e+03 1.6 1.5
## 2854 0.1 1.787947e+03 2.414300e+04 1.6 1.5
## 2855 0.1 1.585272e+02 1.989640e+05 1.6 1.6
## 2856 0.1 1.353935e+03 1.939560e+05 1.7 1.6
## 2857 0.1 1.362617e+03 1.892900e+04 1.7 1.6
## 2858 0.1 1.469849e+03 1.856300e+04 1.7 1.7
## 2859 0.1 NA NA 1.6 1.5
## 2860 0.1 NA NA 1.6 1.5
## 2861 0.1 NA NA 1.6 1.5
## 2862 0.1 NA NA 1.6 1.5
## 2863 0.1 NA NA 1.6 1.5
## 2864 0.1 NA NA 1.6 1.5
## 2865 0.1 NA NA 1.6 1.5
## 2866 0.1 NA NA 1.6 1.5
## 2867 0.1 NA NA 1.6 1.5
## 2868 0.1 NA NA 1.6 1.6
## 2869 0.1 NA NA 1.7 1.6
## 2870 0.1 NA NA 1.7 1.6
## 2871 0.1 NA NA 1.7 1.6
## 2872 0.1 NA NA 1.7 1.7
## 2873 0.1 NA NA 1.8 1.7
## 2874 0.1 NA NA 1.8 1.7
## 2875 0.1 NA NA 14.2 14.5
## 2876 0.1 NA NA 14.3 14.7
## 2877 0.1 NA NA 14.3 14.9
## 2878 0.1 NA NA 14.4 15.0
## 2879 0.1 NA NA 14.4 15.2
## 2880 0.1 NA NA 14.5 15.4
## 2881 0.1 NA NA 14.6 15.5
## 2882 0.2 NA NA 14.7 15.7
## 2883 0.2 NA NA 14.9 15.8
## 2884 0.2 NA NA 15.1 15.9
## 2885 0.2 NA NA 15.3 16.0
## 2886 0.2 NA NA 15.4 16.1
## 2887 0.2 NA NA 15.6 16.2
## 2888 0.2 NA NA 15.6 16.3
## 2889 0.1 NA NA 15.7 16.4
## 2890 0.1 NA NA 15.8 16.4
## 2891 0.1 NA NA 13.6 13.4
## 2892 0.1 NA NA 13.7 13.5
## 2893 0.1 NA NA 13.7 13.5
## 2894 0.1 NA NA 13.7 13.6
## 2895 0.1 NA NA 13.7 13.6
## 2896 0.1 NA NA 13.7 13.7
## 2897 0.1 NA NA 13.8 13.7
## 2898 0.1 NA NA 13.8 13.7
## 2899 0.1 NA NA 13.8 13.8
## 2900 0.1 NA NA 13.9 13.8
## 2901 0.1 NA NA 13.9 13.8
## 2902 0.1 NA NA 13.9 13.9
## 2903 0.1 NA NA 14.0 13.9
## 2904 0.1 NA NA 14.0 14.0
## 2905 0.1 NA NA 14.0 14.0
## 2906 0.1 NA NA 14.1 14.1
## 2907 4.1 1.313890e+03 1.615870e+05 6.3 6.1
## 2908 4.3 1.738882e+03 1.562974e+06 6.3 6.2
## 2909 4.8 1.857934e+02 1.515321e+06 6.4 6.2
## 2910 5.6 1.734936e+03 1.469994e+07 6.5 6.3
## 2911 6.3 1.644620e+03 1.426476e+07 6.6 6.4
## 2912 6.8 1.463214e+03 1.385330e+05 6.7 6.5
## 2913 9.1 1.139112e+03 1.345642e+07 6.7 6.6
## 2914 11.9 1.369682e+03 1.382517e+06 6.8 6.7
## 2915 13.6 1.145880e+02 1.272597e+07 6.9 6.8
## 2916 15.9 1.315420e+01 1.238345e+07 7.0 6.9
## 2917 17.0 6.913178e+02 1.252156e+06 7.1 7.0
## 2918 17.6 5.327722e+01 1.173175e+07 7.2 7.1
## 2919 18.2 4.291583e+02 1.142198e+07 7.3 7.2
## 2920 18.4 3.771352e+02 1.112490e+05 7.4 7.3
## 2921 18.6 3.782736e+02 1.824125e+06 7.4 7.4
## 2922 18.7 3.419556e+02 1.531221e+06 7.5 7.5
## 2923 6.2 1.186938e+02 1.577745e+07 5.6 5.5
## 2924 6.3 1.274746e+02 1.541168e+07 5.9 5.7
## 2925 6.8 1.112274e+02 1.554560e+05 6.2 6.0
## 2926 8.8 9.556485e+02 1.471826e+06 6.5 6.4
## 2927 13.3 8.399279e+02 1.438665e+07 6.8 6.7
## 2928 15.7 7.136356e+02 1.486317e+06 7.1 7.0
## 2929 18.1 6.582412e+01 1.381599e+06 7.5 7.4
## 2930 20.5 3.256786e+02 1.355847e+07 7.8 7.8
## 2931 23.7 3.969982e+02 1.332999e+06 8.2 8.2
## 2932 26.8 4.147962e+02 1.312427e+07 8.6 8.6
## 2933 30.3 4.447658e+02 1.294320e+05 9.0 9.0
## 2934 33.6 4.543667e+02 1.277751e+07 9.4 9.4
## 2935 36.7 4.533512e+02 1.263390e+07 9.8 9.9
## 2936 39.8 5.734834e+01 1.255250e+05 1.2 1.3
## 2937 42.1 5.485873e+02 1.236616e+07 1.6 1.7
## 2938 43.5 5.473589e+02 1.222225e+07 11.0 11.2
## Incomecompositionofresources Schooling
## 1 0.479 10.1
## 2 0.476 10.0
## 3 0.470 9.9
## 4 0.463 9.8
## 5 0.454 9.5
## 6 0.448 9.2
## 7 0.434 8.9
## 8 0.433 8.7
## 9 0.415 8.4
## 10 0.405 8.1
## 11 0.396 7.9
## 12 0.381 6.8
## 13 0.373 6.5
## 14 0.341 6.2
## 15 0.340 5.9
## 16 0.338 5.5
## 17 0.762 14.2
## 18 0.761 14.2
## 19 0.759 14.2
## 20 0.752 14.2
## 21 0.738 13.3
## 22 0.725 12.5
## 23 0.721 12.2
## 24 0.713 12.0
## 25 0.703 11.6
## 26 0.696 11.4
## 27 0.685 10.8
## 28 0.681 10.9
## 29 0.674 10.7
## 30 0.670 10.7
## 31 0.662 10.6
## 32 0.656 10.7
## 33 0.743 14.4
## 34 0.741 14.4
## 35 0.737 14.4
## 36 0.732 14.4
## 37 0.724 14.0
## 38 0.714 13.6
## 39 0.705 13.1
## 40 0.697 12.6
## 41 0.690 12.3
## 42 0.686 12.3
## 43 0.680 12.0
## 44 0.673 11.7
## 45 0.663 11.5
## 46 0.653 11.1
## 47 0.644 10.9
## 48 0.636 10.7
## 49 0.531 11.4
## 50 0.527 11.4
## 51 0.523 11.4
## 52 0.508 10.3
## 53 0.495 9.4
## 54 0.488 9.0
## 55 0.480 8.5
## 56 0.468 8.1
## 57 0.454 7.7
## 58 0.439 7.2
## 59 0.426 6.8
## 60 0.415 6.4
## 61 0.406 5.9
## 62 0.401 5.5
## 63 0.391 5.1
## 64 0.382 4.6
## 65 0.784 13.9
## 66 0.782 13.9
## 67 0.781 13.9
## 68 0.778 13.8
## 69 0.782 14.1
## 70 0.783 14.1
## 71 0.788 14.2
## 72 0.786 14.4
## 73 0.781 14.5
## 74 0.773 14.7
## 75 0.000 0.0
## 76 0.000 0.0
## 77 0.000 0.0
## 78 0.000 0.0
## 79 0.000 0.0
## 80 0.000 0.0
## 81 0.826 17.3
## 82 0.825 17.3
## 83 0.823 17.3
## 84 0.822 17.2
## 85 0.816 17.1
## 86 0.802 16.8
## 87 0.794 16.5
## 88 0.792 16.3
## 89 0.788 16.3
## 90 0.782 16.1
## 91 0.780 16.3
## 92 0.775 16.3
## 93 0.770 16.4
## 94 0.776 16.3
## 95 0.771 15.6
## 96 0.764 15.0
## 97 0.741 12.7
## 98 0.739 12.7
## 99 0.736 12.7
## 100 0.732 12.7
## 101 0.729 12.7
## 102 0.720 12.3
## 103 0.725 11.9
## 104 0.721 12.3
## 105 0.707 11.7
## 106 0.692 11.2
## 107 0.679 10.9
## 108 0.668 10.9
## 109 0.657 10.8
## 110 0.645 10.8
## 111 0.644 11.1
## 112 0.639 11.2
## 113 0.937 20.4
## 114 0.936 20.4
## 115 0.933 20.3
## 116 0.930 20.1
## 117 0.927 19.8
## 118 0.927 19.5
## 119 0.925 19.1
## 120 0.921 19.1
## 121 0.918 19.0
## 122 0.915 20.3
## 123 0.910 20.3
## 124 0.908 20.7
## 125 0.905 20.6
## 126 0.902 20.1
## 127 0.899 20.5
## 128 0.897 20.4
## 129 0.892 15.9
## 130 0.892 15.9
## 131 0.887 15.7
## 132 0.884 15.7
## 133 0.880 15.7
## 134 0.872 15.4
## 135 0.870 15.3
## 136 0.864 15.1
## 137 0.860 15.2
## 138 0.854 15.0
## 139 0.848 14.9
## 140 0.841 14.7
## 141 0.837 14.7
## 142 0.847 16.1
## 143 0.837 15.5
## 144 0.833 15.4
## 145 0.758 12.7
## 146 0.752 12.2
## 147 0.745 11.9
## 148 0.742 11.8
## 149 0.741 11.7
## 150 0.737 11.7
## 151 0.728 11.6
## 152 0.719 11.6
## 153 0.708 11.6
## 154 0.682 10.7
## 155 0.675 11.2
## 156 0.668 11.0
## 157 0.659 10.8
## 158 0.651 10.6
## 159 0.642 10.4
## 160 0.636 10.1
## 161 0.790 12.6
## 162 0.789 12.6
## 163 0.790 12.6
## 164 0.789 12.6
## 165 0.788 12.6
## 166 0.788 12.6
## 167 0.791 12.6
## 168 0.791 12.6
## 169 0.790 12.5
## 170 0.788 12.4
## 171 0.786 12.4
## 172 0.784 12.3
## 173 0.783 12.2
## 174 0.781 12.1
## 175 0.779 12.1
## 176 0.000 12.0
## 177 0.823 14.5
## 178 0.820 14.5
## 179 0.815 14.5
## 180 0.812 14.5
## 181 0.812 14.4
## 182 0.810 14.4
## 183 0.814 14.4
## 184 0.815 14.4
## 185 0.813 14.4
## 186 0.810 14.2
## 187 0.806 14.0
## 188 0.803 13.9
## 189 0.798 13.7
## 190 0.796 13.5
## 191 0.794 13.3
## 192 0.786 13.2
## 193 0.575 10.2
## 194 0.570 10.0
## 195 0.565 10.0
## 196 0.557 9.9
## 197 0.545 9.4
## 198 0.535 8.9
## 199 0.523 8.4
## 200 0.520 8.6
## 201 0.513 8.6
## 202 0.506 8.4
## 203 0.499 8.2
## 204 0.491 8.1
## 205 0.484 7.9
## 206 0.476 7.7
## 207 0.468 7.5
## 208 0.459 7.3
## 209 0.794 15.3
## 210 0.793 15.3
## 211 0.792 15.3
## 212 0.785 15.3
## 213 0.780 15.5
## 214 0.781 15.8
## 215 0.779 15.5
## 216 0.775 15.3
## 217 0.771 15.0
## 218 0.766 14.8
## 219 0.761 14.6
## 220 0.757 14.4
## 221 0.753 14.2
## 222 0.749 14.0
## 223 0.750 14.0
## 224 0.741 14.0
## 225 0.798 15.6
## 226 0.796 15.7
## 227 0.796 15.7
## 228 0.793 15.6
## 229 0.787 15.5
## 230 0.780 15.5
## 231 0.771 15.4
## 232 0.755 15.1
## 233 0.739 14.9
## 234 0.723 14.6
## 235 0.713 14.4
## 236 0.703 14.1
## 237 0.695 13.9
## 238 0.687 13.6
## 239 0.681 13.3
## 240 0.675 13.1
## 241 0.895 16.6
## 242 0.890 16.3
## 243 0.889 16.3
## 244 0.886 16.2
## 245 0.884 16.1
## 246 0.878 15.9
## 247 0.876 15.8
## 248 0.874 15.8
## 249 0.871 15.8
## 250 0.865 15.7
## 251 0.861 15.7
## 252 0.880 18.8
## 253 0.878 18.6
## 254 0.875 18.8
## 255 0.873 18.2
## 256 0.869 18.0
## 257 0.706 12.8
## 258 0.705 12.8
## 259 0.706 12.9
## 260 0.702 12.5
## 261 0.700 12.4
## 262 0.700 12.4
## 263 0.700 12.7
## 264 0.699 12.8
## 265 0.700 12.8
## 266 0.692 12.3
## 267 0.695 12.8
## 268 0.691 12.5
## 269 0.684 12.2
## 270 0.678 11.9
## 271 0.677 11.8
## 272 0.668 11.7
## 273 0.481 10.7
## 274 0.475 10.7
## 275 0.466 10.3
## 276 0.458 10.0
## 277 0.454 9.8
## 278 0.451 9.5
## 279 0.448 9.3
## 280 0.444 9.1
## 281 0.438 8.9
## 282 0.434 8.7
## 283 0.430 8.5
## 284 0.423 8.1
## 285 0.416 7.7
## 286 0.407 7.3
## 287 0.395 6.6
## 288 0.389 6.4
## 289 0.604 12.5
## 290 0.596 12.5
## 291 0.589 12.6
## 292 0.581 12.3
## 293 0.572 11.9
## 294 0.000 11.4
## 295 0.000 10.9
## 296 0.000 10.5
## 297 0.000 10.1
## 298 0.000 9.6
## 299 0.000 9.2
## 300 0.000 8.8
## 301 0.000 8.4
## 302 0.000 8.0
## 303 0.000 7.6
## 304 0.000 7.3
## 305 0.671 13.8
## 306 0.666 13.8
## 307 0.661 13.8
## 308 0.655 13.8
## 309 0.649 13.8
## 310 0.643 13.8
## 311 0.636 13.8
## 312 0.632 14.0
## 313 0.626 14.1
## 314 0.625 14.3
## 315 0.622 14.4
## 316 0.620 14.6
## 317 0.617 14.4
## 318 0.610 14.0
## 319 0.607 13.7
## 320 0.600 13.3
## 321 0.747 14.2
## 322 0.742 14.2
## 323 0.735 14.2
## 324 0.728 13.9
## 325 0.711 13.4
## 326 0.717 13.3
## 327 0.716 13.3
## 328 0.710 13.1
## 329 0.703 12.9
## 330 0.697 12.7
## 331 0.000 12.5
## 332 0.000 12.3
## 333 0.000 12.1
## 334 0.000 11.9
## 335 0.000 11.6
## 336 0.000 0.0
## 337 0.698 12.6
## 338 0.697 12.6
## 339 0.693 12.6
## 340 0.687 12.5
## 341 0.678 12.4
## 342 0.669 12.3
## 343 0.661 12.2
## 344 0.646 12.1
## 345 0.630 12.1
## 346 0.610 11.9
## 347 0.593 11.9
## 348 0.580 11.8
## 349 0.567 11.8
## 350 0.558 11.9
## 351 0.560 11.8
## 352 0.559 11.7
## 353 0.754 15.2
## 354 0.747 15.2
## 355 0.734 14.2
## 356 0.730 14.2
## 357 0.724 14.0
## 358 0.716 13.8
## 359 0.714 13.8
## 360 0.704 13.3
## 361 0.700 13.5
## 362 0.698 13.8
## 363 0.694 13.8
## 364 0.695 14.0
## 365 0.699 14.8
## 366 0.692 14.6
## 367 0.685 14.3
## 368 0.677 14.1
## 369 0.864 14.9
## 370 0.863 15.0
## 371 0.860 14.9
## 372 0.852 14.4
## 373 0.846 14.1
## 374 0.845 14.2
## 375 0.841 14.1
## 376 0.840 14.2
## 377 0.840 14.3
## 378 0.837 14.3
## 379 0.834 14.1
## 380 0.828 13.7
## 381 0.823 13.4
## 382 0.820 13.3
## 383 0.819 13.4
## 384 0.818 13.4
## 385 0.792 15.0
## 386 0.787 14.8
## 387 0.781 14.4
## 388 0.778 14.3
## 389 0.775 14.2
## 390 0.770 13.9
## 391 0.768 13.8
## 392 0.761 13.8
## 393 0.755 13.5
## 394 0.750 13.5
## 395 0.745 13.5
## 396 0.738 13.3
## 397 0.729 12.9
## 398 0.723 12.9
## 399 0.713 12.9
## 400 0.709 12.9
## 401 0.399 7.7
## 402 0.398 7.7
## 403 0.392 7.5
## 404 0.384 7.2
## 405 0.377 6.7
## 406 0.365 6.3
## 407 0.356 5.9
## 408 0.345 5.4
## 409 0.334 4.9
## 410 0.325 4.7
## 411 0.000 4.3
## 412 0.000 3.9
## 413 0.000 3.8
## 414 0.000 3.6
## 415 0.000 3.5
## 416 0.000 3.4
## 417 0.406 10.6
## 418 0.404 10.6
## 419 0.398 10.5
## 420 0.393 10.3
## 421 0.385 9.9
## 422 0.361 9.3
## 423 0.336 8.6
## 424 0.319 7.9
## 425 0.309 7.2
## 426 0.290 5.9
## 427 0.286 5.6
## 428 0.279 5.2
## 429 0.276 4.7
## 430 0.268 4.4
## 431 0.268 4.5
## 432 0.268 4.5
## 433 NA NA
## 434 NA NA
## 435 NA NA
## 436 NA NA
## 437 NA NA
## 438 NA NA
## 439 NA NA
## 440 NA NA
## 441 NA NA
## 442 NA NA
## 443 NA NA
## 444 NA NA
## 445 NA NA
## 446 NA NA
## 447 NA NA
## 448 NA NA
## 449 0.646 13.5
## 450 0.643 13.5
## 451 0.643 13.6
## 452 0.636 13.2
## 453 0.632 13.1
## 454 0.627 12.7
## 455 0.621 12.4
## 456 0.615 12.2
## 457 0.602 11.9
## 458 0.596 11.9
## 459 0.582 11.2
## 460 0.574 11.1
## 461 0.572 11.3
## 462 0.569 11.3
## 463 0.562 11.0
## 464 0.000 11.3
## 465 0.558 10.9
## 466 0.553 10.9
## 467 0.546 10.8
## 468 0.540 10.7
## 469 0.533 10.7
## 470 0.519 10.6
## 471 0.520 10.5
## 472 0.511 10.5
## 473 0.495 10.3
## 474 0.483 10.1
## 475 0.470 10.0
## 476 0.458 9.7
## 477 0.445 9.3
## 478 0.427 8.2
## 479 0.412 7.6
## 480 0.401 7.2
## 481 0.514 10.4
## 482 0.507 10.4
## 483 0.501 10.4
## 484 0.496 10.4
## 485 0.486 10.0
## 486 0.480 9.7
## 487 0.473 9.2
## 488 0.466 8.8
## 489 0.456 8.0
## 490 0.456 8.2
## 491 0.456 8.3
## 492 0.455 8.2
## 493 0.452 8.1
## 494 0.452 8.4
## 495 0.437 7.1
## 496 0.433 6.9
## 497 0.919 16.3
## 498 0.912 15.9
## 499 0.909 15.9
## 500 0.907 15.9
## 501 0.903 15.9
## 502 0.898 15.9
## 503 0.898 15.9
## 504 0.897 15.8
## 505 0.894 15.8
## 506 0.891 15.8
## 507 0.886 15.8
## 508 0.881 15.8
## 509 0.877 15.8
## 510 0.872 15.8
## 511 0.867 15.8
## 512 0.864 15.9
## 513 0.347 7.1
## 514 0.345 7.1
## 515 0.370 7.1
## 516 0.366 7.1
## 517 0.361 6.8
## 518 0.352 6.6
## 519 0.345 6.4
## 520 0.338 6.3
## 521 0.330 6.2
## 522 0.323 6.0
## 523 0.319 5.9
## 524 0.315 5.7
## 525 0.316 5.6
## 526 0.315 5.4
## 527 0.314 5.3
## 528 0.312 5.2
## 529 0.394 7.3
## 530 0.390 7.3
## 531 0.387 7.3
## 532 0.381 7.3
## 533 0.370 6.7
## 534 0.360 6.7
## 535 0.343 6.3
## 536 0.338 6.0
## 537 0.306 5.7
## 538 0.303 5.5
## 539 0.306 5.6
## 540 0.301 5.6
## 541 0.284 5.4
## 542 0.303 5.1
## 543 0.300 4.9
## 544 0.000 4.7
## 545 0.845 16.3
## 546 0.841 16.2
## 547 0.831 15.6
## 548 0.826 15.5
## 549 0.820 15.4
## 550 0.815 15.2
## 551 0.816 15.3
## 552 0.804 15.2
## 553 0.797 14.8
## 554 0.796 14.9
## 555 0.790 14.6
## 556 0.781 14.3
## 557 0.775 14.0
## 558 0.768 13.9
## 559 0.761 13.7
## 560 0.755 13.5
## 561 0.734 13.5
## 562 0.723 13.1
## 563 0.713 12.7
## 564 0.703 12.4
## 565 0.700 12.8
## 566 0.691 12.5
## 567 0.682 12.2
## 568 0.672 11.9
## 569 0.659 11.4
## 570 0.646 11.0
## 571 0.634 10.6
## 572 0.622 10.2
## 573 0.610 9.9
## 574 0.600 9.7
## 575 0.592 9.6
## 576 0.583 9.5
## 577 0.724 13.6
## 578 0.720 13.6
## 579 0.712 13.3
## 580 0.707 13.2
## 581 0.700 13.0
## 582 0.695 12.8
## 583 0.691 12.4
## 584 0.683 12.2
## 585 0.675 11.9
## 586 0.669 11.5
## 587 0.658 11.1
## 588 0.658 11.3
## 589 0.659 11.6
## 590 0.656 11.5
## 591 0.653 11.4
## 592 0.650 11.3
## 593 0.498 11.1
## 594 0.497 11.1
## 595 0.490 10.9
## 596 0.484 10.8
## 597 0.479 10.6
## 598 0.476 10.5
## 599 0.465 10.3
## 600 0.461 10.2
## 601 0.459 10.0
## 602 0.451 9.9
## 603 0.434 9.7
## 604 0.000 9.5
## 605 0.000 9.2
## 606 0.000 8.8
## 607 0.000 8.5
## 608 0.000 8.2
## 609 0.590 11.1
## 610 0.581 11.1
## 611 0.576 11.1
## 612 0.557 10.2
## 613 0.558 10.7
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## 625 NA NA
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## 629 0.758 13.6
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## 690 NA NA
## 691 NA NA
## 692 NA NA
## 693 NA NA
## 694 NA NA
## 695 NA NA
## 696 NA NA
## 697 NA NA
## 698 NA NA
## 699 NA NA
## 700 NA NA
## 701 NA NA
## 702 NA NA
## 703 NA NA
## 704 NA NA
## 705 NA NA
## 706 NA NA
## 707 NA NA
## 708 NA NA
## 709 NA NA
## 710 NA NA
## 711 NA NA
## 712 NA NA
## 713 NA NA
## 714 NA NA
## 715 NA NA
## 716 NA NA
## 717 NA NA
## 718 NA NA
## 719 NA NA
## 720 NA NA
## 721 NA NA
## 722 NA NA
## 723 NA NA
## 724 NA NA
## 725 NA NA
## 726 NA NA
## 727 NA NA
## 728 NA NA
## 729 NA NA
## 730 NA NA
## 731 NA NA
## 732 NA NA
## 733 NA NA
## 734 NA NA
## 735 NA NA
## 736 NA NA
## 737 NA NA
## 738 0.923 19.2
## 739 0.926 19.2
## 740 0.924 18.7
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## 1368 0.523 11.1
## 1369 0.514 10.7
## 1370 0.506 10.4
## 1371 0.494 10.1
## 1372 0.483 9.7
## 1373 0.474 9.6
## 1374 0.461 8.9
## 1375 0.450 8.2
## 1376 0.451 8.5
## 1377 0.447 8.4
## 1378 0.448 8.4
## 1379 0.586 11.9
## 1380 0.597 11.9
## 1381 0.589 11.9
## 1382 0.581 11.9
## 1383 0.585 11.9
## 1384 0.584 11.9
## 1385 0.576 11.9
## 1386 0.572 11.6
## 1387 0.574 11.8
## 1388 0.576 12.1
## 1389 0.000 12.2
## 1390 0.000 12.4
## 1391 0.000 11.6
## 1392 0.000 11.7
## 1393 0.000 10.4
## 1394 0.000 10.0
## 1395 0.799 13.3
## 1396 0.787 13.0
## 1397 0.796 13.1
## 1398 0.794 13.2
## 1399 0.792 13.4
## 1400 0.790 13.5
## 1401 0.788 13.6
## 1402 0.787 13.8
## 1403 0.787 13.9
## 1404 0.787 14.1
## 1405 0.789 14.2
## 1406 0.791 14.4
## 1407 0.788 14.1
## 1408 0.785 13.9
## 1409 0.786 14.0
## 1410 0.786 14.1
## 1411 0.662 13.0
## 1412 0.656 12.8
## 1413 0.647 12.5
## 1414 0.638 12.3
## 1415 0.632 12.1
## 1416 0.631 12.2
## 1417 0.629 12.4
## 1418 0.624 12.6
## 1419 0.618 12.6
## 1420 0.613 12.5
## 1421 0.612 12.4
## 1422 0.609 12.5
## 1423 0.602 12.2
## 1424 0.601 12.1
## 1425 0.593 11.8
## 1426 0.586 11.4
## 1427 0.582 10.8
## 1428 0.573 10.6
## 1429 0.563 10.4
## 1430 0.554 10.2
## 1431 0.542 9.9
## 1432 0.535 9.6
## 1433 0.525 9.4
## 1434 0.518 9.2
## 1435 0.509 9.0
## 1436 0.503 9.0
## 1437 0.494 8.7
## 1438 0.485 8.6
## 1439 0.477 8.3
## 1440 0.468 8.0
## 1441 0.463 8.0
## 1442 0.459 8.0
## 1443 0.828 16.0
## 1444 0.822 16.0
## 1445 0.814 15.4
## 1446 0.812 15.5
## 1447 0.810 15.8
## 1448 0.815 16.0
## 1449 0.821 16.4
## 1450 0.819 16.3
## 1451 0.814 16.2
## 1452 0.807 16.2
## 1453 0.791 15.9
## 1454 0.776 15.5
## 1455 0.761 15.2
## 1456 0.746 14.8
## 1457 0.728 14.2
## 1458 0.716 13.7
## 1459 0.763 13.3
## 1460 0.763 13.3
## 1461 0.766 13.3
## 1462 0.763 13.3
## 1463 0.758 13.2
## 1464 0.752 13.3
## 1465 0.746 13.2
## 1466 0.740 13.1
## 1467 0.731 12.9
## 1468 0.733 13.2
## 1469 0.000 13.7
## 1470 0.000 14.2
## 1471 0.000 14.8
## 1472 0.000 15.2
## 1473 0.000 15.0
## 1474 0.000 14.9
## 1475 0.495 10.7
## 1476 0.491 10.8
## 1477 0.484 11.1
## 1478 0.479 11.0
## 1479 0.469 11.0
## 1480 0.464 10.9
## 1481 0.453 10.8
## 1482 0.447 10.7
## 1483 0.440 10.6
## 1484 0.437 10.7
## 1485 0.437 10.7
## 1486 0.439 10.7
## 1487 0.440 10.5
## 1488 0.446 10.4
## 1489 0.443 10.3
## 1490 0.445 9.6
## 1491 0.427 9.9
## 1492 0.426 9.9
## 1493 0.419 9.8
## 1494 0.416 9.6
## 1495 0.406 9.5
## 1496 0.403 9.6
## 1497 0.400 9.7
## 1498 0.394 9.8
## 1499 0.383 9.9
## 1500 0.377 10.0
## 1501 0.372 10.1
## 1502 0.335 10.2
## 1503 0.373 10.3
## 1504 0.376 10.4
## 1505 0.386 10.5
## 1506 0.338 8.7
## 1507 0.719 13.4
## 1508 0.730 13.4
## 1509 0.735 13.4
## 1510 0.706 13.7
## 1511 0.756 14.0
## 1512 0.755 14.3
## 1513 0.757 14.6
## 1514 0.757 14.8
## 1515 0.756 15.1
## 1516 0.752 15.4
## 1517 0.748 15.7
## 1518 0.747 15.9
## 1519 0.740 16.0
## 1520 0.736 15.8
## 1521 0.732 15.7
## 1522 0.727 15.5
## 1523 0.846 16.5
## 1524 0.841 16.5
## 1525 0.834 16.4
## 1526 0.830 16.5
## 1527 0.826 16.7
## 1528 0.824 16.8
## 1529 0.825 16.6
## 1530 0.820 16.5
## 1531 0.812 16.4
## 1532 0.807 16.4
## 1533 0.798 16.2
## 1534 0.792 16.3
## 1535 0.780 15.8
## 1536 0.770 15.3
## 1537 0.757 14.7
## 1538 0.745 14.0
## 1539 0.896 13.9
## 1540 0.892 13.9
## 1541 0.892 13.9
## 1542 0.892 13.9
## 1543 0.894 13.9
## 1544 0.884 13.7
## 1545 0.888 13.5
## 1546 0.887 13.5
## 1547 0.877 13.5
## 1548 0.880 13.5
## 1549 0.874 13.5
## 1550 0.867 13.5
## 1551 0.865 13.6
## 1552 0.860 13.5
## 1553 0.854 13.4
## 1554 0.848 13.5
## 1555 0.511 10.3
## 1556 0.509 10.3
## 1557 0.508 10.3
## 1558 0.506 10.2
## 1559 0.504 10.2
## 1560 0.503 10.2
## 1561 0.500 9.7
## 1562 0.491 9.4
## 1563 0.483 9.1
## 1564 0.478 9.0
## 1565 0.473 8.9
## 1566 0.466 8.7
## 1567 0.457 8.5
## 1568 0.462 8.3
## 1569 0.456 8.2
## 1570 0.000 8.0
## 1571 0.473 10.8
## 1572 0.466 10.7
## 1573 0.459 10.7
## 1574 0.454 10.7
## 1575 0.444 10.6
## 1576 0.430 10.2
## 1577 0.415 9.9
## 1578 0.400 9.6
## 1579 0.387 9.7
## 1580 0.377 9.6
## 1581 0.371 9.7
## 1582 0.366 10.0
## 1583 0.362 10.3
## 1584 0.388 10.4
## 1585 0.387 10.1
## 1586 0.391 10.7
## 1587 0.787 13.1
## 1588 0.783 13.0
## 1589 0.779 12.9
## 1590 0.776 12.9
## 1591 0.774 13.0
## 1592 0.764 12.8
## 1593 0.756 12.6
## 1594 0.747 12.5
## 1595 0.736 12.3
## 1596 0.732 12.7
## 1597 0.734 12.9
## 1598 0.731 12.7
## 1599 0.724 12.1
## 1600 0.723 12.0
## 1601 0.725 11.9
## 1602 0.715 11.6
## 1603 0.701 12.7
## 1604 0.693 12.7
## 1605 0.683 12.4
## 1606 0.675 12.1
## 1607 0.663 11.8
## 1608 0.653 11.6
## 1609 0.651 11.8
## 1610 0.641 11.8
## 1611 0.632 11.9
## 1612 0.622 12.0
## 1613 0.625 12.1
## 1614 0.617 12.2
## 1615 0.601 11.8
## 1616 0.597 12.0
## 1617 0.587 11.8
## 1618 0.577 11.3
## 1619 0.438 8.4
## 1620 0.430 8.2
## 1621 0.421 8.0
## 1622 0.411 7.7
## 1623 0.404 7.5
## 1624 0.396 7.3
## 1625 0.385 7.1
## 1626 0.360 5.8
## 1627 0.363 6.4
## 1628 0.350 6.1
## 1629 0.338 5.8
## 1630 0.333 5.5
## 1631 0.318 5.2
## 1632 0.308 4.9
## 1633 0.297 4.6
## 1634 0.291 4.4
## 1635 0.853 14.6
## 1636 0.847 14.3
## 1637 0.828 14.2
## 1638 0.821 14.1
## 1639 0.826 14.8
## 1640 0.819 14.6
## 1641 0.815 14.4
## 1642 0.813 14.6
## 1643 0.808 14.4
## 1644 0.809 14.8
## 1645 0.805 14.8
## 1646 0.797 14.2
## 1647 0.790 13.8
## 1648 0.786 13.8
## 1649 0.783 13.7
## 1650 0.779 13.8
## 1651 NA 0.0
## 1652 0.513 8.5
## 1653 0.509 8.5
## 1654 0.501 8.2
## 1655 0.491 7.8
## 1656 0.487 7.7
## 1657 0.484 7.6
## 1658 0.476 7.1
## 1659 0.475 7.2
## 1660 0.475 7.4
## 1661 0.466 7.2
## 1662 0.461 7.2
## 1663 0.451 6.7
## 1664 0.447 6.6
## 1665 0.446 6.5
## 1666 0.444 6.5
## 1667 0.443 6.4
## 1668 0.779 15.2
## 1669 0.769 14.7
## 1670 0.765 14.7
## 1671 0.756 14.3
## 1672 0.748 14.1
## 1673 0.740 14.0
## 1674 0.734 13.8
## 1675 0.728 13.6
## 1676 0.720 13.5
## 1677 0.713 13.4
## 1678 0.704 13.0
## 1679 0.696 12.8
## 1680 0.687 12.6
## 1681 0.683 12.5
## 1682 0.673 12.2
## 1683 0.667 12.1
## 1684 0.758 13.3
## 1685 0.754 13.1
## 1686 0.753 12.9
## 1687 0.748 12.7
## 1688 0.745 12.6
## 1689 0.739 12.5
## 1690 0.738 12.5
## 1691 0.735 12.3
## 1692 0.731 12.3
## 1693 0.723 12.2
## 1694 0.719 12.2
## 1695 0.714 12.1
## 1696 0.708 11.9
## 1697 0.703 11.6
## 1698 0.700 11.6
## 1699 0.694 11.4
## 1700 0.637 11.7
## 1701 0.639 11.7
## 1702 0.641 11.7
## 1703 0.640 11.7
## 1704 0.638 11.7
## 1705 0.633 11.5
## 1706 0.629 11.4
## 1707 0.628 11.2
## 1708 0.625 11.0
## 1709 0.622 10.9
## 1710 0.617 10.7
## 1711 0.616 10.5
## 1712 0.612 10.4
## 1713 0.608 10.2
## 1714 0.604 10.1
## 1715 0.000 0.0
## 1716 NA NA
## 1717 0.733 14.8
## 1718 0.729 14.8
## 1719 0.720 14.7
## 1720 0.712 14.7
## 1721 0.701 14.6
## 1722 0.693 14.3
## 1723 0.686 13.8
## 1724 0.673 13.4
## 1725 0.661 13.0
## 1726 0.649 12.7
## 1727 0.637 11.8
## 1728 0.621 11.2
## 1729 0.609 10.5
## 1730 0.599 10.1
## 1731 0.588 9.4
## 1732 0.582 8.9
## 1733 0.804 15.1
## 1734 0.803 15.1
## 1735 0.799 15.1
## 1736 0.797 15.1
## 1737 0.792 15.1
## 1738 0.787 15.0
## 1739 0.785 14.6
## 1740 0.774 14.2
## 1741 0.762 13.6
## 1742 0.751 13.2
## 1743 0.746 12.8
## 1744 0.740 12.6
## 1745 0.000 0.0
## 1746 0.000 0.0
## 1747 0.000 0.0
## 1748 0.000 0.0
## 1749 0.645 12.1
## 1750 0.640 12.1
## 1751 0.634 12.1
## 1752 0.623 11.6
## 1753 0.612 11.2
## 1754 0.603 10.7
## 1755 0.596 10.5
## 1756 0.589 10.3
## 1757 0.581 10.0
## 1758 0.575 10.0
## 1759 0.569 9.8
## 1760 0.561 9.6
## 1761 0.551 9.3
## 1762 0.540 8.8
## 1763 0.530 8.5
## 1764 0.519 8.0
## 1765 0.414 9.1
## 1766 0.409 9.1
## 1767 0.405 9.1
## 1768 0.400 9.2
## 1769 0.397 9.5
## 1770 0.390 9.3
## 1771 0.382 9.2
## 1772 0.372 8.8
## 1773 0.360 8.2
## 1774 0.353 7.9
## 1775 0.341 7.3
## 1776 0.332 7.0
## 1777 0.318 6.7
## 1778 0.311 6.2
## 1779 0.298 5.8
## 1780 0.291 5.4
## 1781 0.552 9.1
## 1782 0.547 9.1
## 1783 0.540 9.1
## 1784 0.533 9.1
## 1785 0.526 9.1
## 1786 0.515 8.8
## 1787 0.504 8.5
## 1788 0.493 8.2
## 1789 0.484 8.1
## 1790 0.474 8.0
## 1791 0.465 7.9
## 1792 0.455 7.8
## 1793 0.445 7.7
## 1794 0.435 7.6
## 1795 0.427 7.6
## 1796 0.417 7.5
## 1797 0.637 11.7
## 1798 0.632 11.7
## 1799 0.625 11.6
## 1800 0.619 11.5
## 1801 0.612 11.5
## 1802 0.604 11.4
## 1803 0.598 11.4
## 1804 0.589 11.3
## 1805 0.578 11.3
## 1806 0.570 11.4
## 1807 0.565 11.6
## 1808 0.559 11.7
## 1809 0.554 11.7
## 1810 0.556 11.8
## 1811 0.556 11.7
## 1812 0.559 11.5
## 1813 NA 9.6
## 1814 0.555 12.2
## 1815 0.551 12.4
## 1816 0.545 12.3
## 1817 0.538 12.3
## 1818 0.529 12.0
## 1819 0.515 11.1
## 1820 0.502 10.5
## 1821 0.492 10.1
## 1822 0.486 10.0
## 1823 0.476 9.6
## 1824 0.469 9.4
## 1825 0.463 9.3
## 1826 0.457 9.2
## 1827 0.447 8.6
## 1828 0.446 9.0
## 1829 0.439 8.9
## 1830 0.923 18.1
## 1831 0.923 18.1
## 1832 0.922 18.1
## 1833 0.921 18.1
## 1834 0.911 17.2
## 1835 0.906 17.0
## 1836 0.906 16.9
## 1837 0.905 16.8
## 1838 0.899 16.6
## 1839 0.893 16.5
## 1840 0.888 16.4
## 1841 0.885 16.5
## 1842 0.881 16.5
## 1843 0.882 16.9
## 1844 0.878 16.7
## 1845 0.873 16.5
## 1846 0.913 19.2
## 1847 0.910 19.2
## 1848 0.908 19.3
## 1849 0.904 19.5
## 1850 0.901 19.7
## 1851 0.899 20.3
## 1852 0.895 19.3
## 1853 0.894 19.5
## 1854 0.891 19.2
## 1855 0.888 19.1
## 1856 0.886 18.9
## 1857 0.884 18.4
## 1858 0.881 18.2
## 1859 0.873 17.5
## 1860 0.868 17.4
## 1861 0.864 17.2
## 1862 0.642 11.7
## 1863 0.636 11.6
## 1864 0.630 11.5
## 1865 0.625 11.5
## 1866 0.620 11.5
## 1867 0.614 11.4
## 1868 0.613 11.3
## 1869 0.607 11.1
## 1870 0.601 11.0
## 1871 0.597 11.0
## 1872 0.592 11.0
## 1873 0.587 11.0
## 1874 0.583 11.0
## 1875 0.577 10.7
## 1876 0.570 10.4
## 1877 0.562 10.1
## 1878 0.351 5.4
## 1879 0.345 5.3
## 1880 0.341 5.3
## 1881 0.331 5.1
## 1882 0.323 4.8
## 1883 0.312 4.5
## 1884 0.307 4.2
## 1885 0.298 4.0
## 1886 0.293 3.8
## 1887 0.286 3.7
## 1888 0.278 3.5
## 1889 0.270 3.1
## 1890 0.266 3.0
## 1891 0.261 2.9
## 1892 0.255 2.9
## 1893 0.253 2.8
## 1894 0.525 10.0
## 1895 0.521 10.0
## 1896 0.514 9.8
## 1897 0.507 9.7
## 1898 0.500 9.6
## 1899 0.492 9.5
## 1900 0.487 9.3
## 1901 0.481 9.2
## 1902 0.477 9.1
## 1903 0.466 9.0
## 1904 0.463 8.9
## 1905 0.445 8.5
## 1906 0.000 8.1
## 1907 0.000 7.7
## 1908 0.000 8.0
## 1909 0.000 7.6
## 1910 NA NA
## 1911 0.948 17.7
## 1912 0.945 17.7
## 1913 0.942 17.5
## 1914 0.941 17.6
## 1915 0.939 17.6
## 1916 0.936 17.4
## 1917 0.936 17.4
## 1918 0.936 17.6
## 1919 0.934 17.6
## 1920 0.931 17.5
## 1921 0.929 17.6
## 1922 0.924 17.5
## 1923 0.918 17.1
## 1924 0.916 17.1
## 1925 0.917 17.5
## 1926 0.911 17.1
## 1927 0.795 13.7
## 1928 0.796 13.7
## 1929 0.796 13.7
## 1930 0.797 13.7
## 1931 0.797 13.6
## 1932 0.797 13.5
## 1933 0.782 12.4
## 1934 0.765 11.9
## 1935 0.753 11.5
## 1936 0.748 11.6
## 1937 0.742 11.5
## 1938 0.734 11.5
## 1939 0.725 11.2
## 1940 0.716 11.0
## 1941 0.705 10.7
## 1942 0.000 10.4
## 1943 0.548 8.1
## 1944 0.542 7.8
## 1945 0.538 7.7
## 1946 0.529 7.6
## 1947 0.525 7.5
## 1948 0.521 7.5
## 1949 0.514 7.3
## 1950 0.513 7.3
## 1951 0.505 6.7
## 1952 0.501 6.5
## 1953 0.487 6.1
## 1954 0.474 5.6
## 1955 0.465 5.6
## 1956 0.457 5.5
## 1957 0.450 5.4
## 1958 0.445 5.3
## 1959 0.779 14.2
## 1960 0.785 13.0
## 1961 0.780 13.0
## 1962 0.773 12.9
## 1963 0.765 12.8
## 1964 0.758 12.9
## 1965 0.756 12.8
## 1966 0.755 12.8
## 1967 0.750 12.8
## 1968 0.743 12.9
## 1969 0.744 12.9
## 1970 0.740 12.9
## 1971 0.733 12.8
## 1972 0.728 12.8
## 1973 0.725 12.6
## 1974 0.721 12.4
## 1975 0.716 12.1
## 1976 0.515 10.0
## 1977 0.511 10.0
## 1978 0.506 10.0
## 1979 0.501 9.9
## 1980 0.494 9.9
## 1981 0.485 9.6
## 1982 0.477 9.2
## 1983 0.469 8.9
## 1984 0.461 8.6
## 1985 0.454 8.2
## 1986 0.446 7.9
## 1987 0.439 7.6
## 1988 0.433 7.2
## 1989 0.428 6.9
## 1990 0.422 6.6
## 1991 0.418 6.2
## 1992 0.692 12.3
## 1993 0.688 12.3
## 1994 0.679 12.3
## 1995 0.679 12.3
## 1996 0.675 12.3
## 1997 0.664 12.4
## 1998 0.663 12.1
## 1999 0.654 11.9
## 2000 0.649 12.0
## 2001 0.648 12.1
## 2002 0.646 12.3
## 2003 0.639 12.1
## 2004 0.642 12.7
## 2005 0.632 12.2
## 2006 0.624 11.8
## 2007 0.625 11.6
## 2008 0.737 13.4
## 2009 0.735 13.4
## 2010 0.731 13.4
## 2011 0.725 13.4
## 2012 0.721 13.4
## 2013 0.708 13.3
## 2014 0.706 13.3
## 2015 0.700 13.2
## 2016 0.696 13.2
## 2017 0.693 13.0
## 2018 0.692 13.0
## 2019 0.685 12.8
## 2020 0.686 13.3
## 2021 0.686 13.9
## 2022 0.677 13.4
## 2023 0.674 13.5
## 2024 0.679 11.7
## 2025 0.676 11.7
## 2026 0.671 11.7
## 2027 0.666 11.6
## 2028 0.669 11.5
## 2029 0.662 11.4
## 2030 0.661 11.7
## 2031 0.655 11.5
## 2032 0.648 11.4
## 2033 0.646 11.5
## 2034 0.642 11.6
## 2035 0.636 11.6
## 2036 0.631 11.6
## 2037 0.625 11.4
## 2038 0.622 11.4
## 2039 0.618 11.4
## 2040 0.852 16.4
## 2041 0.850 16.4
## 2042 0.838 15.4
## 2043 0.834 15.3
## 2044 0.829 15.4
## 2045 0.822 15.1
## 2046 0.818 15.1
## 2047 0.813 15.0
## 2048 0.808 15.0
## 2049 0.803 15.0
## 2050 0.797 14.8
## 2051 0.800 15.5
## 2052 0.796 15.3
## 2053 0.790 15.0
## 2054 0.784 14.7
## 2055 0.777 14.6
## 2056 0.841 16.6
## 2057 0.837 16.8
## 2058 0.827 16.3
## 2059 0.824 16.3
## 2060 0.818 16.2
## 2061 0.812 16.0
## 2062 0.809 16.0
## 2063 0.804 15.8
## 2064 0.797 15.4
## 2065 0.793 15.4
## 2066 0.790 15.4
## 2067 0.792 15.9
## 2068 0.789 15.8
## 2069 0.788 15.9
## 2070 0.782 15.7
## 2071 0.777 15.5
## 2072 0.855 13.4
## 2073 0.854 13.4
## 2074 0.843 13.4
## 2075 0.837 13.4
## 2076 0.827 12.4
## 2077 0.825 12.0
## 2078 0.828 11.8
## 2079 0.825 11.7
## 2080 0.830 12.6
## 2081 0.835 13.7
## 2082 0.830 13.7
## 2083 0.826 13.5
## 2084 0.815 12.8
## 2085 0.807 12.2
## 2086 0.809 12.6
## 2087 0.808 13.0
## 2088 NA NA
## 2089 NA NA
## 2090 NA NA
## 2091 NA NA
## 2092 NA NA
## 2093 NA NA
## 2094 NA NA
## 2095 NA NA
## 2096 NA NA
## 2097 NA NA
## 2098 NA NA
## 2099 NA NA
## 2100 NA NA
## 2101 NA NA
## 2102 NA NA
## 2103 NA NA
## 2104 NA NA
## 2105 NA NA
## 2106 NA NA
## 2107 NA NA
## 2108 NA NA
## 2109 NA NA
## 2110 NA NA
## 2111 NA NA
## 2112 NA NA
## 2113 NA NA
## 2114 NA NA
## 2115 NA NA
## 2116 NA NA
## 2117 NA NA
## 2118 NA NA
## 2119 NA NA
## 2120 0.798 14.7
## 2121 0.797 14.7
## 2122 0.794 14.7
## 2123 0.797 15.3
## 2124 0.798 15.7
## 2125 0.797 15.8
## 2126 0.795 15.4
## 2127 0.780 14.7
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## 2378 NA NA
## 2379 NA NA
## 2380 NA NA
## 2381 NA NA
## 2382 NA NA
## 2383 NA NA
## 2384 NA NA
## 2385 NA NA
## 2386 NA NA
## 2387 NA NA
## 2388 NA NA
## 2389 NA NA
## 2390 NA NA
## 2391 NA NA
## 2392 NA NA
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## 2394 0.665 13.0
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## 2763 NA NA
## 2764 NA NA
## 2765 NA NA
## 2766 NA NA
## 2767 NA NA
## 2768 NA NA
## 2769 NA NA
## 2770 NA NA
## 2771 NA NA
## 2772 NA NA
## 2773 NA NA
## 2774 NA NA
## 2775 NA NA
## 2776 NA NA
## 2777 NA NA
## 2778 NA NA
## 2779 NA NA
## 2780 NA NA
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## 2782 NA NA
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## 2784 NA NA
## 2785 NA NA
## 2786 NA NA
## 2787 NA NA
## 2788 NA NA
## 2789 NA NA
## 2790 NA NA
## 2791 NA NA
## 2792 NA NA
## 2793 NA NA
## 2794 NA NA
## 2795 NA NA
## 2796 NA NA
## 2797 NA NA
## 2798 NA NA
## 2799 NA NA
## 2800 NA NA
## 2801 NA NA
## 2802 NA NA
## 2803 NA NA
## 2804 NA NA
## 2805 NA NA
## 2806 NA NA
## 2807 NA NA
## 2808 NA NA
## 2809 NA NA
## 2810 NA NA
## 2811 0.794 15.5
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## 2882 0.633 11.6
## 2883 0.625 11.4
## 2884 0.618 11.3
## 2885 0.609 11.1
## 2886 0.601 11.0
## 2887 0.592 10.9
## 2888 0.584 10.7
## 2889 0.576 10.6
## 2890 0.569 10.4
## 2891 0.499 9.0
## 2892 0.500 9.0
## 2893 0.498 9.0
## 2894 0.494 9.0
## 2895 0.493 8.6
## 2896 0.488 8.5
## 2897 0.483 8.4
## 2898 0.480 8.5
## 2899 0.477 8.6
## 2900 0.475 8.7
## 2901 0.470 8.6
## 2902 0.464 8.4
## 2903 0.457 8.2
## 2904 0.450 8.0
## 2905 0.444 7.9
## 2906 0.436 7.7
## 2907 0.576 12.5
## 2908 0.570 12.5
## 2909 0.565 12.5
## 2910 0.554 12.3
## 2911 0.543 12.0
## 2912 0.533 11.8
## 2913 0.518 11.6
## 2914 0.504 11.4
## 2915 0.492 11.1
## 2916 0.479 10.9
## 2917 0.467 10.7
## 2918 0.456 10.5
## 2919 0.443 10.2
## 2920 0.433 10.0
## 2921 0.424 9.8
## 2922 0.418 9.6
## 2923 0.507 10.3
## 2924 0.498 10.3
## 2925 0.488 10.4
## 2926 0.464 9.8
## 2927 0.452 10.1
## 2928 0.436 10.0
## 2929 0.419 9.9
## 2930 0.421 9.7
## 2931 0.414 9.6
## 2932 0.408 9.5
## 2933 0.406 9.3
## 2934 0.407 9.2
## 2935 0.418 9.5
## 2936 0.427 10.0
## 2937 0.427 9.8
## 2938 0.434 9.8#Assigning dataframe name to the data
all_data<-read.csv("led.csv")
#1.EXPLORATORY DATA ANALYSIS:
#The exploratory data analysis contains of three steps:
#1.1 Understanding the variables in the dataset
#1.2 Cleaning the dataset
#1.3 Analysis of the relationship betweeen the variables in the dataset.
#1.1 Understanding the Variables:
#checking the dimension of the data
dim(all_data)## [1] 2938 22#There are 2938 observations of 22 variables
#Finding the data types in data
sapply(all_data,class) ## Country Year
## "character" "integer"
## Status Lifeexpectancy
## "character" "numeric"
## AdultMortality infantdeaths
## "integer" "integer"
## Alcohol percentageexpenditure
## "numeric" "numeric"
## HepatitisB Measles
## "integer" "integer"
## BMI under.fivedeaths
## "numeric" "integer"
## Polio Totalexpenditure
## "integer" "numeric"
## Diphtheria HIV.AIDS
## "integer" "numeric"
## GDP Population
## "numeric" "numeric"
## thinness1.19years thinness5.9years
## "numeric" "numeric"
## Incomecompositionofresources Schooling
## "numeric" "numeric"#All the variables are either in the integer and numeric format. Only the Country and Status are in character format.
summary(all_data) ## Country Year Status Lifeexpectancy
## Length:2938 Min. :2000 Length:2938 Min. :36.30
## Class :character 1st Qu.:2004 Class :character 1st Qu.:63.10
## Mode :character Median :2008 Mode :character Median :72.10
## Mean :2008 Mean :69.22
## 3rd Qu.:2012 3rd Qu.:75.70
## Max. :2015 Max. :89.00
## NA's :10
## AdultMortality infantdeaths Alcohol percentageexpenditure
## Min. : 1.0 Min. : 0.0 Min. : 0.0100 Min. : 0.000
## 1st Qu.: 74.0 1st Qu.: 0.0 1st Qu.: 0.8775 1st Qu.: 4.685
## Median :144.0 Median : 3.0 Median : 3.7550 Median : 64.913
## Mean :164.8 Mean : 30.3 Mean : 4.6029 Mean : 738.251
## 3rd Qu.:228.0 3rd Qu.: 22.0 3rd Qu.: 7.7025 3rd Qu.: 441.534
## Max. :723.0 Max. :1800.0 Max. :17.8700 Max. :19479.912
## NA's :10 NA's :194
## HepatitisB Measles BMI under.fivedeaths
## Min. : 1.00 Min. : 0.0 Min. : 1.00 Min. : 0.00
## 1st Qu.:77.00 1st Qu.: 0.0 1st Qu.:19.30 1st Qu.: 0.00
## Median :92.00 Median : 17.0 Median :43.50 Median : 4.00
## Mean :80.94 Mean : 2419.6 Mean :38.32 Mean : 42.04
## 3rd Qu.:97.00 3rd Qu.: 360.2 3rd Qu.:56.20 3rd Qu.: 28.00
## Max. :99.00 Max. :212183.0 Max. :87.30 Max. :2500.00
## NA's :553 NA's :34
## Polio Totalexpenditure Diphtheria HIV.AIDS
## Min. : 3.00 Min. : 0.370 Min. : 2.00 Min. : 0.100
## 1st Qu.:78.00 1st Qu.: 4.260 1st Qu.:78.00 1st Qu.: 0.100
## Median :93.00 Median : 5.755 Median :93.00 Median : 0.100
## Mean :82.55 Mean : 5.938 Mean :82.32 Mean : 1.742
## 3rd Qu.:97.00 3rd Qu.: 7.492 3rd Qu.:97.00 3rd Qu.: 0.800
## Max. :99.00 Max. :17.600 Max. :99.00 Max. :50.600
## NA's :19 NA's :226 NA's :19
## GDP Population thinness1.19years thinness5.9years
## Min. : 1.68 Min. :3.400e+01 Min. : 0.10 Min. : 0.10
## 1st Qu.: 463.94 1st Qu.:1.958e+05 1st Qu.: 1.60 1st Qu.: 1.50
## Median : 1766.95 Median :1.387e+06 Median : 3.30 Median : 3.30
## Mean : 7483.16 Mean :1.275e+07 Mean : 4.84 Mean : 4.87
## 3rd Qu.: 5910.81 3rd Qu.:7.420e+06 3rd Qu.: 7.20 3rd Qu.: 7.20
## Max. :119172.74 Max. :1.294e+09 Max. :27.70 Max. :28.60
## NA's :448 NA's :652 NA's :34 NA's :34
## Incomecompositionofresources Schooling
## Min. :0.0000 Min. : 0.00
## 1st Qu.:0.4930 1st Qu.:10.10
## Median :0.6770 Median :12.30
## Mean :0.6276 Mean :11.99
## 3rd Qu.:0.7790 3rd Qu.:14.30
## Max. :0.9480 Max. :20.70
## NA's :167 NA's :163#We observe the Minimum, Maximum, Median, Mean, 1st Quartile and 3rd Quartile values for all the 22 variables.
#Along with that we can also see the NA values for each variable. Here it is observed that population has the most NA values.
#1.2 Cleaning the dataset:
#Removing Countries coloumn:
filtered_data <- all_data %>%
select(-'Country')
#We removed country because we mainly wanted to classify and determine life expectancy for the status in a range of years rather than different countries.
#Omitting the na values:
New_data <- filtered_data %>%
na.omit()
#we have removed 1289 NA values and retained 1649 values.
#Finding the data types in the New_data and checking NA values:
sapply(New_data,class) ## Year Status
## "integer" "character"
## Lifeexpectancy AdultMortality
## "numeric" "integer"
## infantdeaths Alcohol
## "integer" "numeric"
## percentageexpenditure HepatitisB
## "numeric" "integer"
## Measles BMI
## "integer" "numeric"
## under.fivedeaths Polio
## "integer" "integer"
## Totalexpenditure Diphtheria
## "numeric" "integer"
## HIV.AIDS GDP
## "numeric" "numeric"
## Population thinness1.19years
## "numeric" "numeric"
## thinness5.9years Incomecompositionofresources
## "numeric" "numeric"
## Schooling
## "numeric"summary(New_data) #Observe all NA values have been removed.## Year Status Lifeexpectancy AdultMortality
## Min. :2000 Length:1649 Min. :44.0 Min. : 1.0
## 1st Qu.:2005 Class :character 1st Qu.:64.4 1st Qu.: 77.0
## Median :2008 Mode :character Median :71.7 Median :148.0
## Mean :2008 Mean :69.3 Mean :168.2
## 3rd Qu.:2011 3rd Qu.:75.0 3rd Qu.:227.0
## Max. :2015 Max. :89.0 Max. :723.0
## infantdeaths Alcohol percentageexpenditure HepatitisB
## Min. : 0.00 Min. : 0.010 Min. : 0.00 Min. : 2.00
## 1st Qu.: 1.00 1st Qu.: 0.810 1st Qu.: 37.44 1st Qu.:74.00
## Median : 3.00 Median : 3.790 Median : 145.10 Median :89.00
## Mean : 32.55 Mean : 4.533 Mean : 698.97 Mean :79.22
## 3rd Qu.: 22.00 3rd Qu.: 7.340 3rd Qu.: 509.39 3rd Qu.:96.00
## Max. :1600.00 Max. :17.870 Max. :18961.35 Max. :99.00
## Measles BMI under.fivedeaths Polio
## Min. : 0 Min. : 2.00 Min. : 0.00 Min. : 3.00
## 1st Qu.: 0 1st Qu.:19.50 1st Qu.: 1.00 1st Qu.:81.00
## Median : 15 Median :43.70 Median : 4.00 Median :93.00
## Mean : 2224 Mean :38.13 Mean : 44.22 Mean :83.56
## 3rd Qu.: 373 3rd Qu.:55.80 3rd Qu.: 29.00 3rd Qu.:97.00
## Max. :131441 Max. :77.10 Max. :2100.00 Max. :99.00
## Totalexpenditure Diphtheria HIV.AIDS GDP
## Min. : 0.740 Min. : 2.00 Min. : 0.100 Min. : 1.68
## 1st Qu.: 4.410 1st Qu.:82.00 1st Qu.: 0.100 1st Qu.: 462.15
## Median : 5.840 Median :92.00 Median : 0.100 Median : 1592.57
## Mean : 5.956 Mean :84.16 Mean : 1.984 Mean : 5566.03
## 3rd Qu.: 7.470 3rd Qu.:97.00 3rd Qu.: 0.700 3rd Qu.: 4718.51
## Max. :14.390 Max. :99.00 Max. :50.600 Max. :119172.74
## Population thinness1.19years thinness5.9years
## Min. :3.400e+01 Min. : 0.100 Min. : 0.100
## 1st Qu.:1.919e+05 1st Qu.: 1.600 1st Qu.: 1.700
## Median :1.420e+06 Median : 3.000 Median : 3.200
## Mean :1.465e+07 Mean : 4.851 Mean : 4.908
## 3rd Qu.:7.659e+06 3rd Qu.: 7.100 3rd Qu.: 7.100
## Max. :1.294e+09 Max. :27.200 Max. :28.200
## Incomecompositionofresources Schooling
## Min. :0.0000 Min. : 4.20
## 1st Qu.:0.5090 1st Qu.:10.30
## Median :0.6730 Median :12.30
## Mean :0.6316 Mean :12.12
## 3rd Qu.:0.7510 3rd Qu.:14.00
## Max. :0.9360 Max. :20.70#1.3 Analysis of the relationship between the variables:
#Descriptive Statistics
describe(New_data)## vars n mean sd median
## Year 1 1649 2007.84 4.09 2008.00
## Status* 2 1649 1.85 0.35 2.00
## Lifeexpectancy 3 1649 69.30 8.80 71.70
## AdultMortality 4 1649 168.22 125.31 148.00
## infantdeaths 5 1649 32.55 120.85 3.00
## Alcohol 6 1649 4.53 4.03 3.79
## percentageexpenditure 7 1649 698.97 1759.23 145.10
## HepatitisB 8 1649 79.22 25.60 89.00
## Measles 9 1649 2224.49 10085.80 15.00
## BMI 10 1649 38.13 19.75 43.70
## under.fivedeaths 11 1649 44.22 162.90 4.00
## Polio 12 1649 83.56 22.45 93.00
## Totalexpenditure 13 1649 5.96 2.30 5.84
## Diphtheria 14 1649 84.16 21.58 92.00
## HIV.AIDS 15 1649 1.98 6.03 0.10
## GDP 16 1649 5566.03 11475.90 1592.57
## Population 17 1649 14653625.89 70460393.40 1419631.00
## thinness1.19years 18 1649 4.85 4.60 3.00
## thinness5.9years 19 1649 4.91 4.65 3.20
## Incomecompositionofresources 20 1649 0.63 0.18 0.67
## Schooling 21 1649 12.12 2.80 12.30
## trimmed mad min max
## Year 2007.97 4.45 2000.00 2.015000e+03
## Status* 1.94 0.00 1.00 2.000000e+00
## Lifeexpectancy 69.91 7.56 44.00 8.900000e+01
## AdultMortality 153.60 109.71 1.00 7.230000e+02
## infantdeaths 10.62 4.45 0.00 1.600000e+03
## Alcohol 4.12 4.74 0.01 1.787000e+01
## percentageexpenditure 274.40 198.60 0.00 1.896135e+04
## HepatitisB 85.04 11.86 2.00 9.900000e+01
## Measles 276.04 22.24 0.00 1.314410e+05
## BMI 38.89 23.43 2.00 7.710000e+01
## under.fivedeaths 14.62 5.93 0.00 2.100000e+03
## Polio 88.94 7.41 3.00 9.900000e+01
## Totalexpenditure 5.93 2.25 0.74 1.439000e+01
## Diphtheria 89.21 8.90 2.00 9.900000e+01
## HIV.AIDS 0.50 0.00 0.10 5.060000e+01
## GDP 2779.47 2077.51 1.68 1.191727e+05
## Population 4330096.73 2062822.92 34.00 1.293859e+09
## thinness1.19years 4.07 3.11 0.10 2.720000e+01
## thinness5.9years 4.13 3.41 0.10 2.820000e+01
## Incomecompositionofresources 0.65 0.16 0.00 9.400000e-01
## Schooling 12.18 2.82 4.20 2.070000e+01
## range skew kurtosis se
## Year 1.500000e+01 -0.20 -1.06 0.10
## Status* 1.000000e+00 -1.99 1.98 0.01
## Lifeexpectancy 4.500000e+01 -0.63 0.03 0.22
## AdultMortality 7.220000e+02 1.27 2.38 3.09
## infantdeaths 1.600000e+03 8.46 84.95 2.98
## Alcohol 1.786000e+01 0.66 -0.60 0.10
## percentageexpenditure 1.896135e+04 4.97 30.85 43.32
## HepatitisB 9.700000e+01 -1.79 2.21 0.63
## Measles 1.314410e+05 7.94 74.35 248.37
## BMI 7.510000e+01 -0.23 -1.27 0.49
## under.fivedeaths 2.100000e+03 8.33 81.83 4.01
## Polio 9.600000e+01 -2.36 5.03 0.55
## Totalexpenditure 1.365000e+01 0.21 -0.02 0.06
## Diphtheria 9.700000e+01 -2.48 5.82 0.53
## HIV.AIDS 5.050000e+01 4.97 27.63 0.15
## GDP 1.191711e+05 4.51 27.89 282.60
## Population 1.293859e+09 14.16 229.18 1735140.86
## thinness1.19years 2.710000e+01 1.82 4.13 0.11
## thinness5.9years 2.810000e+01 1.86 4.49 0.11
## Incomecompositionofresources 9.400000e-01 -1.15 2.05 0.00
## Schooling 1.650000e+01 -0.13 0.04 0.07#This provides central tendency measures,Interquartile Range and Skewness for all variables.
#Rename status to binary: 0 - 'Developing' and 1 - 'Developed'
New_data$Status <- ifelse(New_data$Status=="Developed",1,0)
New_data## Year Status Lifeexpectancy AdultMortality infantdeaths Alcohol
## 1 2015 0 65.0 263 62 0.01
## 2 2014 0 59.9 271 64 0.01
## 3 2013 0 59.9 268 66 0.01
## 4 2012 0 59.5 272 69 0.01
## 5 2011 0 59.2 275 71 0.01
## 6 2010 0 58.8 279 74 0.01
## 7 2009 0 58.6 281 77 0.01
## 8 2008 0 58.1 287 80 0.03
## 9 2007 0 57.5 295 82 0.02
## 10 2006 0 57.3 295 84 0.03
## 11 2005 0 57.3 291 85 0.02
## 12 2004 0 57.0 293 87 0.02
## 13 2003 0 56.7 295 87 0.01
## 14 2002 0 56.2 3 88 0.01
## 15 2001 0 55.3 316 88 0.01
## 16 2000 0 54.8 321 88 0.01
## 17 2015 0 77.8 74 0 4.60
## 18 2014 0 77.5 8 0 4.51
## 19 2013 0 77.2 84 0 4.76
## 20 2012 0 76.9 86 0 5.14
## 21 2011 0 76.6 88 0 5.37
## 22 2010 0 76.2 91 1 5.28
## 23 2009 0 76.1 91 1 5.79
## 24 2008 0 75.3 1 1 5.61
## 25 2007 0 75.9 9 1 5.58
## 26 2006 0 74.2 99 1 5.31
## 27 2005 0 73.5 15 1 5.16
## 28 2004 0 73.0 17 1 4.54
## 29 2003 0 72.8 18 1 4.29
## 30 2002 0 73.3 15 1 3.73
## 31 2001 0 73.6 14 1 4.25
## 32 2000 0 72.6 11 1 3.66
## 34 2014 0 75.4 11 21 0.01
## 35 2013 0 75.3 112 21 0.53
## 36 2012 0 75.1 113 21 0.66
## 37 2011 0 74.9 116 21 0.56
## 38 2010 0 74.7 119 21 0.45
## 39 2009 0 74.4 123 20 0.50
## 40 2008 0 74.1 126 20 0.46
## 41 2007 0 73.8 129 20 0.44
## 42 2006 0 73.4 132 20 0.36
## 43 2005 0 72.9 136 19 0.50
## 44 2004 0 72.3 14 19 0.45
## 50 2014 0 51.7 348 67 8.33
## 51 2013 0 51.1 355 69 8.10
## 52 2012 0 56.0 358 72 8.24
## 53 2011 0 51.0 361 75 8.06
## 54 2010 0 49.6 365 78 7.80
## 55 2009 0 49.1 369 81 7.01
## 56 2008 0 48.7 371 84 7.07
## 57 2007 0 48.2 375 87 6.35
## 82 2014 0 76.2 118 8 7.93
## 83 2013 0 76.0 119 8 8.28
## 84 2012 0 75.9 12 9 8.35
## 85 2011 0 75.7 12 9 8.11
## 86 2010 0 75.5 121 10 8.15
## 87 2009 0 75.6 126 10 8.33
## 88 2008 0 75.4 126 10 8.41
## 89 2007 0 74.8 129 10 8.16
## 90 2006 0 75.2 127 11 7.75
## 91 2005 0 74.9 127 11 7.53
## 92 2004 0 74.7 13 11 7.63
## 93 2003 0 74.1 137 11 7.62
## 94 2002 0 74.1 138 12 7.81
## 98 2014 0 74.6 12 1 3.91
## 99 2013 0 74.4 123 1 3.79
## 100 2012 0 74.4 121 1 3.89
## 101 2011 0 73.9 128 1 4.09
## 102 2010 0 73.5 132 1 4.23
## 103 2009 0 73.3 137 1 3.96
## 104 2008 0 73.2 14 1 3.96
## 105 2007 0 73.5 132 1 3.99
## 106 2006 0 72.9 141 1 4.01
## 107 2005 0 73.0 137 1 4.25
## 108 2004 0 73.0 132 1 3.81
## 109 2003 0 72.7 134 1 3.03
## 110 2002 0 72.6 134 1 2.86
## 111 2001 0 72.6 141 1 2.86
## 112 2000 0 72.0 142 1 2.90
## 114 2014 1 82.7 6 1 9.71
## 115 2013 1 82.5 61 1 9.87
## 116 2012 1 82.3 61 1 10.03
## 117 2011 1 82.0 63 1 10.30
## 118 2010 1 81.9 64 1 10.52
## 119 2009 1 81.7 66 1 10.62
## 120 2008 1 81.3 66 1 10.76
## 121 2007 1 81.3 66 1 10.56
## 122 2006 1 81.2 66 1 10.31
## 123 2005 1 81.0 67 1 10.30
## 124 2004 1 86.0 69 1 9.84
## 125 2003 1 83.0 71 1 9.97
## 126 2002 1 79.9 73 1 9.84
## 127 2001 1 79.9 75 1 9.53
## 130 2014 1 81.4 66 0 12.32
## 131 2013 1 81.1 68 0 11.82
## 132 2012 1 88.0 7 0 12.26
## 133 2011 1 88.0 73 0 12.04
## 134 2010 1 84.0 75 0 12.10
## 135 2009 1 82.0 77 0 11.30
## 136 2008 1 84.0 76 0 12.00
## 137 2007 1 81.0 8 0 12.50
## 138 2006 1 79.8 81 0 12.40
## 139 2005 1 79.4 85 0 12.40
## 140 2004 1 79.3 86 0 12.10
## 141 2003 1 78.8 88 0 12.20
## 142 2002 1 78.7 9 0 12.50
## 143 2001 1 78.6 92 0 12.40
## 144 2000 1 78.1 96 0 13.20
## 146 2014 0 72.5 119 5 0.01
## 147 2013 0 72.2 121 5 2.14
## 148 2012 0 71.9 123 5 0.01
## 149 2011 0 71.6 125 5 1.98
## 150 2010 0 71.1 13 5 1.98
## 151 2009 0 78.0 132 6 2.10
## 152 2008 0 73.0 141 6 1.18
## 153 2007 0 73.0 14 6 1.02
## 154 2006 0 69.2 154 6 0.85
## 155 2005 0 68.4 162 6 0.73
## 156 2004 0 68.4 154 6 0.62
## 157 2003 0 67.8 154 7 0.55
## 158 2002 0 67.8 146 7 0.55
## 194 2014 0 71.4 132 98 0.01
## 195 2013 0 71.0 135 104 0.01
## 196 2012 0 77.0 137 111 0.01
## 197 2011 0 73.0 14 118 0.01
## 198 2010 0 69.9 142 126 0.01
## 199 2009 0 69.5 144 135 0.01
## 200 2008 0 69.1 147 144 0.01
## 201 2007 0 68.6 151 154 0.01
## 202 2006 0 68.2 152 164 0.01
## 203 2005 0 67.8 155 174 0.01
## 204 2004 0 67.3 158 185 0.01
## 205 2003 0 66.8 161 196 0.01
## 226 2014 0 72.0 199 0 13.94
## 227 2013 0 71.7 23 0 14.66
## 228 2012 0 71.9 194 0 16.35
## 229 2011 0 72.0 232 0 17.31
## 230 2010 0 73.0 222 0 14.44
## 231 2009 0 70.0 226 0 14.09
## 232 2008 0 70.0 224 1 14.67
## 233 2007 0 69.8 226 1 14.22
## 234 2006 0 68.9 243 1 12.60
## 235 2005 0 68.1 252 1 11.01
## 236 2004 0 68.2 247 1 12.05
## 237 2003 0 67.7 253 1 11.17
## 238 2002 0 67.2 262 1 12.23
## 239 2001 0 67.7 254 1 10.74
## 240 2000 0 68.0 247 1 12.98
## 242 2014 1 89.0 76 0 12.60
## 243 2013 1 87.0 77 0 11.77
## 244 2012 1 83.0 78 0 10.08
## 245 2011 1 83.0 8 0 10.11
## 246 2010 1 80.0 81 0 10.22
## 247 2009 1 79.8 85 0 10.05
## 248 2008 1 79.5 87 0 10.47
## 249 2007 1 79.5 86 0 10.25
## 250 2006 1 79.4 85 0 10.98
## 251 2005 1 78.9 89 0 12.27
## 252 2004 1 78.8 91 1 12.05
## 253 2003 1 78.3 95 0 11.28
## 254 2002 1 78.0 99 1 11.29
## 255 2001 1 78.0 1 1 11.01
## 256 2000 1 77.6 11 1 11.21
## 258 2014 0 70.0 177 0 6.58
## 259 2013 0 69.8 18 0 6.56
## 260 2012 0 69.4 189 0 6.66
## 261 2011 0 69.4 188 0 6.64
## 262 2010 0 69.5 186 0 6.76
## 263 2009 0 69.5 184 0 6.85
## 264 2008 0 69.6 181 0 7.22
## 265 2007 0 69.6 181 0 7.24
## 266 2006 0 69.4 184 0 6.48
## 267 2005 0 69.0 191 0 6.25
## 268 2004 0 68.7 197 0 6.20
## 269 2003 0 68.4 21 0 5.67
## 270 2002 0 68.5 199 0 4.99
## 271 2001 0 68.2 21 0 4.90
## 272 2000 0 68.3 196 0 4.79
## 274 2014 0 59.7 252 25 0.01
## 275 2013 0 59.5 251 25 0.01
## 276 2012 0 59.3 251 25 0.01
## 277 2011 0 59.1 251 25 1.40
## 278 2010 0 58.7 254 25 1.33
## 279 2009 0 58.4 259 25 1.16
## 280 2008 0 57.6 278 25 1.28
## 281 2007 0 57.1 283 25 1.12
## 282 2006 0 56.8 284 25 1.19
## 283 2005 0 56.5 285 25 1.13
## 284 2004 0 56.1 285 25 1.15
## 285 2003 0 55.8 285 25 1.35
## 286 2002 0 55.6 283 25 1.23
## 290 2014 0 69.4 216 0 0.01
## 291 2013 0 69.1 219 0 0.01
## 292 2012 0 68.7 223 0 0.01
## 293 2011 0 68.3 225 0 0.23
## 294 2010 0 67.9 228 1 0.28
## 295 2009 0 67.4 232 1 0.17
## 296 2008 0 67.0 234 1 0.21
## 297 2007 0 66.5 238 1 0.16
## 298 2006 0 65.8 245 1 0.29
## 299 2005 0 65.0 254 1 0.73
## 300 2004 0 64.2 263 1 0.96
## 301 2003 0 63.3 273 1 0.52
## 302 2002 0 62.5 282 1 0.29
## 303 2001 0 61.7 29 1 0.14
## 304 2000 0 62.0 312 1 0.17
## 322 2014 0 77.2 89 0 4.03
## 323 2013 0 77.0 9 0 4.12
## 324 2012 0 76.8 92 0 4.61
## 325 2011 0 76.9 92 0 4.64
## 326 2010 0 76.4 94 0 4.54
## 327 2009 0 76.1 97 0 4.75
## 328 2008 0 76.0 98 0 5.13
## 329 2007 0 75.4 16 0 5.16
## 330 2006 0 75.7 1 0 4.82
## 331 2005 0 75.0 12 0 4.56
## 332 2004 0 75.5 99 0 4.25
## 338 2014 0 65.1 268 2 0.01
## 339 2013 0 64.2 286 2 0.01
## 340 2012 0 63.4 3 2 0.01
## 341 2011 0 62.2 325 2 5.76
## 342 2010 0 61.1 349 2 5.99
## 343 2009 0 59.2 393 2 5.01
## 344 2008 0 57.5 427 2 6.56
## 345 2007 0 56.9 436 2 6.21
## 346 2006 0 54.8 491 2 6.45
## 347 2005 0 51.7 566 2 6.37
## 348 2004 0 48.1 652 2 4.90
## 349 2003 0 46.4 693 2 5.51
## 350 2002 0 46.0 699 2 6.41
## 351 2001 0 46.7 679 2 5.48
## 352 2000 0 47.8 647 2 5.37
## 354 2014 0 74.8 144 44 7.32
## 355 2013 0 74.7 146 46 7.24
## 356 2012 0 74.5 148 49 7.55
## 357 2011 0 74.1 152 51 7.58
## 358 2010 0 73.8 154 54 7.52
## 359 2009 0 73.6 157 57 7.33
## 360 2008 0 73.4 158 61 7.21
## 361 2007 0 73.3 159 65 7.19
## 362 2006 0 73.0 161 70 7.10
## 363 2005 0 72.7 163 75 6.97
## 364 2004 0 72.0 17 81 6.85
## 365 2003 0 71.8 172 88 6.95
## 366 2002 0 71.4 176 95 7.00
## 367 2001 0 71.0 179 103 7.13
## 368 2000 0 75.0 183 111 7.26
## 386 2014 1 74.3 138 1 12.03
## 387 2013 1 74.1 14 1 12.06
## 388 2012 1 73.9 139 1 10.99
## 389 2011 1 73.7 144 1 10.67
## 390 2010 1 73.4 147 1 10.80
## 391 2009 1 73.2 152 1 10.93
## 392 2008 1 72.9 155 1 10.98
## 393 2007 1 72.6 157 1 10.89
## 394 2006 1 72.2 161 1 10.39
## 395 2005 1 72.1 16 1 10.48
## 396 2004 1 72.2 157 1 10.96
## 397 2003 1 72.0 155 1 11.19
## 398 2002 1 71.8 157 1 10.20
## 399 2001 1 71.6 16 1 10.72
## 400 2000 1 71.1 163 1 9.69
## 402 2014 0 59.3 268 39 0.01
## 403 2013 0 59.0 27 40 4.64
## 404 2012 0 58.6 271 41 4.75
## 405 2011 0 58.1 275 42 4.51
## 406 2010 0 57.5 279 43 4.55
## 407 2009 0 56.9 283 44 4.55
## 408 2008 0 56.1 288 45 4.50
## 409 2007 0 55.3 293 46 4.58
## 410 2006 0 54.3 32 47 4.73
## 418 2014 0 59.1 297 22 0.01
## 419 2013 0 58.6 33 22 0.01
## 420 2012 0 58.0 312 22 0.01
## 421 2011 0 57.4 321 22 4.16
## 422 2010 0 56.8 33 23 4.16
## 423 2009 0 56.2 338 23 4.05
## 424 2008 0 55.3 35 23 4.33
## 425 2007 0 54.8 355 24 4.54
## 426 2006 0 54.1 361 24 4.50
## 427 2005 0 53.4 369 24 5.54
## 428 2004 0 52.6 378 24 5.72
## 450 2014 0 73.0 117 0 0.01
## 451 2013 0 72.8 12 0 0.01
## 452 2012 0 72.7 121 0 0.01
## 453 2011 0 72.6 122 0 5.07
## 454 2010 0 72.5 123 0 4.75
## 455 2009 0 72.4 124 0 4.45
## 456 2008 0 72.4 124 0 4.16
## 457 2007 0 72.3 126 0 5.28
## 458 2006 0 72.1 129 0 4.25
## 459 2005 0 71.8 134 0 4.26
## 460 2004 0 71.4 14 0 4.19
## 461 2003 0 71.1 144 0 4.16
## 462 2002 0 77.0 148 0 3.82
## 466 2014 0 68.3 179 11 0.01
## 467 2013 0 67.8 183 11 0.01
## 468 2012 0 67.4 186 12 0.01
## 469 2011 0 67.0 19 13 2.12
## 470 2010 0 66.6 192 14 2.20
## 471 2009 0 66.1 195 15 2.13
## 472 2008 0 65.6 199 16 2.24
## 473 2007 0 65.0 24 16 2.08
## 474 2006 0 64.1 216 17 2.03
## 482 2014 0 56.7 366 47 0.01
## 483 2013 0 56.4 364 48 0.01
## 484 2012 0 55.9 369 50 0.01
## 485 2011 0 55.6 371 51 6.19
## 486 2010 0 55.3 37 53 6.15
## 487 2009 0 54.8 373 54 5.89
## 488 2008 0 54.2 382 56 5.90
## 489 2007 0 53.6 395 57 5.44
## 490 2006 0 53.3 394 58 5.22
## 491 2005 0 52.8 4 58 5.03
## 498 2014 0 82.0 65 2 8.10
## 499 2013 0 81.8 67 2 8.20
## 500 2012 0 81.6 68 2 8.30
## 501 2011 0 81.5 68 2 8.20
## 502 2010 0 81.2 7 2 8.40
## 503 2009 0 81.0 72 2 8.40
## 504 2008 0 87.0 74 2 8.30
## 505 2007 0 85.0 74 2 8.30
## 506 2006 0 85.0 75 2 8.20
## 507 2005 0 81.0 76 2 8.00
## 508 2004 0 80.0 77 2 7.80
## 509 2003 0 79.7 78 2 7.70
## 514 2014 0 58.0 437 15 0.01
## 515 2013 0 49.9 451 16 0.01
## 516 2012 0 53.0 439 16 0.01
## 517 2011 0 49.8 443 16 1.66
## 518 2010 0 49.2 446 17 1.67
## 519 2009 0 48.6 453 17 1.56
## 530 2014 0 52.6 362 46 0.01
## 531 2013 0 52.2 366 46 0.64
## 532 2012 0 51.8 367 46 0.62
## 533 2011 0 51.6 365 46 0.56
## 534 2010 0 51.2 364 46 0.50
## 535 2009 0 57.0 37 46 0.47
## 536 2008 0 49.6 394 46 0.45
## 546 2014 0 83.0 83 2 7.16
## 547 2013 0 81.0 84 2 7.20
## 548 2012 0 79.9 84 2 6.76
## 549 2011 0 79.8 86 2 7.26
## 550 2010 0 79.1 89 2 7.93
## 551 2009 0 79.3 91 2 7.67
## 552 2008 0 79.6 88 2 7.31
## 553 2007 0 78.9 9 2 7.39
## 554 2006 0 78.9 91 2 7.33
## 562 2014 0 75.8 86 171 5.78
## 563 2013 0 75.6 88 185 5.79
## 564 2012 0 75.4 89 201 5.74
## 565 2011 0 75.2 91 215 5.63
## 566 2010 0 75.0 92 231 5.75
## 567 2009 0 74.9 93 248 4.88
## 568 2008 0 74.5 97 266 4.27
## 569 2007 0 74.4 96 285 3.88
## 570 2006 0 74.2 98 307 3.28
## 571 2005 0 73.9 99 332 2.92
## 572 2004 0 73.5 11 360 3.04
## 573 2003 0 73.1 13 391 2.96
## 574 2002 0 72.7 16 422 2.91
## 575 2001 0 72.2 11 457 2.84
## 576 2000 0 71.7 115 490 3.06
## 578 2014 0 74.6 144 11 4.38
## 579 2013 0 74.4 145 11 4.41
## 580 2012 0 74.3 143 11 4.44
## 581 2011 0 74.2 144 12 4.37
## 582 2010 0 73.6 15 12 4.28
## 583 2009 0 73.6 15 13 4.34
## 584 2008 0 73.5 146 14 4.45
## 585 2007 0 73.5 144 14 4.66
## 586 2006 0 73.1 147 15 4.53
## 587 2005 0 73.1 144 15 4.38
## 588 2004 0 72.8 148 16 4.26
## 589 2003 0 72.4 15 16 4.25
## 590 2002 0 71.8 163 17 4.45
## 591 2001 0 71.5 165 17 4.43
## 592 2000 0 71.4 167 18 4.66
## 594 2014 0 63.2 23 1 0.01
## 595 2013 0 62.9 233 1 0.01
## 596 2012 0 62.5 237 2 0.01
## 597 2011 0 62.2 241 2 0.12
## 598 2010 0 61.8 246 2 0.15
## 599 2009 0 61.3 251 2 0.17
## 600 2008 0 61.0 255 2 0.12
## 601 2007 0 66.0 259 2 0.16
## 602 2006 0 63.0 262 2 0.25
## 603 2005 0 60.0 266 2 0.24
## 604 2004 0 59.8 269 2 0.27
## 605 2003 0 59.6 271 2 0.26
## 627 2014 0 79.5 96 1 3.45
## 628 2013 0 79.4 96 1 3.42
## 629 2012 0 79.2 97 1 3.34
## 630 2011 0 79.0 98 1 3.41
## 631 2010 0 78.1 16 1 3.58
## 632 2009 0 79.2 96 1 4.07
## 633 2008 0 78.9 99 1 4.22
## 634 2007 0 78.9 93 1 4.20
## 635 2006 0 78.0 16 1 4.15
## 636 2005 0 78.6 97 1 4.10
## 637 2004 0 77.7 12 1 4.09
## 638 2003 0 78.0 1 1 4.04
## 639 2002 0 78.3 99 1 4.17
## 640 2001 0 77.5 1 1 4.29
## 641 2000 0 77.6 98 1 4.34
## 643 2014 1 77.8 97 0 12.14
## 644 2013 1 77.7 97 0 12.39
## 645 2012 1 77.1 14 0 11.49
## 646 2011 1 77.0 14 0 12.19
## 647 2010 1 76.6 16 0 12.10
## 648 2009 1 76.3 19 0 12.21
## 649 2008 1 76.0 116 0 12.06
## 650 2007 1 75.8 114 0 12.56
## 675 2014 1 83.0 53 0 0.01
## 676 2013 1 81.0 54 0 9.04
## 677 2012 1 80.0 56 0 10.55
## 678 2011 1 79.7 57 0 10.69
## 679 2010 1 79.5 59 0 11.32
## 680 2009 1 79.3 6 0 10.80
## 681 2008 1 79.1 62 0 12.01
## 682 2007 1 78.9 63 0 11.56
## 683 2006 1 78.8 64 0 11.47
## 684 2005 1 78.7 65 0 11.41
## 685 2004 1 78.6 65 0 13.03
## 686 2003 1 78.5 66 0 10.62
## 687 2002 1 78.4 68 0 11.68
## 688 2001 1 78.2 69 0 10.16
## 689 2000 1 78.1 7 0 9.56
## 755 2014 0 63.0 252 1 0.38
## 756 2013 0 62.7 256 1 0.53
## 757 2012 0 62.2 263 1 0.52
## 758 2011 0 61.8 268 1 0.39
## 759 2010 0 61.3 273 1 0.44
## 760 2009 0 69.0 279 1 0.49
## 761 2008 0 62.0 289 1 0.49
## 762 2007 0 59.8 296 1 0.45
## 772 2014 0 73.6 154 6 5.92
## 773 2013 0 73.4 157 6 5.93
## 774 2012 0 72.1 174 6 5.93
## 775 2011 0 73.1 16 6 5.91
## 776 2010 0 72.7 166 6 6.02
## 777 2009 0 73.6 157 6 6.05
## 778 2008 0 73.3 161 6 6.12
## 779 2007 0 72.9 164 6 6.05
## 780 2006 0 72.3 178 7 6.20
## 781 2005 0 69.7 28 7 5.71
## 782 2004 0 69.3 214 7 5.16
## 783 2003 0 73.0 22 7 6.32
## 784 2002 0 71.4 189 7 6.43
## 785 2001 0 71.2 188 7 6.13
## 786 2000 0 72.0 176 7 6.58
## 788 2014 0 76.0 121 6 3.82
## 789 2013 0 76.0 121 6 3.77
## 790 2012 0 75.5 127 7 3.92
## 791 2011 0 75.3 131 7 3.99
## 792 2010 0 75.0 134 7 3.95
## 793 2009 0 75.1 137 7 3.87
## 794 2008 0 74.6 139 7 3.76
## 795 2007 0 74.7 14 7 3.63
## 796 2006 0 74.4 144 8 3.52
## 797 2005 0 74.2 151 8 3.54
## 798 2004 0 74.4 148 8 3.65
## 799 2003 0 74.4 151 8 3.69
## 800 2002 0 73.6 157 8 3.88
## 801 2001 0 73.4 158 9 4.13
## 802 2000 0 72.8 163 9 3.99
## 820 2014 0 73.3 181 2 2.52
## 821 2013 0 73.0 184 2 2.42
## 822 2012 0 73.0 181 2 2.48
## 823 2011 0 72.0 197 2 2.37
## 824 2010 0 72.0 191 2 2.36
## 825 2009 0 71.4 23 2 2.55
## 826 2008 0 71.7 194 2 2.68
## 827 2007 0 71.2 23 2 2.83
## 828 2006 0 75.0 211 3 2.77
## 829 2005 0 71.0 213 3 2.77
## 830 2004 0 70.0 215 3 2.90
## 831 2003 0 69.9 29 3 3.10
## 832 2002 0 73.0 24 3 2.97
## 833 2001 0 68.9 219 4 2.88
## 834 2000 0 69.0 218 4 2.79
## 836 2014 0 57.9 32 3 0.01
## 855 2011 0 62.9 286 6 0.62
## 856 2010 0 62.1 298 6 0.61
## 857 2009 0 61.4 311 6 0.63
## 858 2008 0 67.0 322 6 0.49
## 859 2007 0 62.0 329 6 1.23
## 860 2006 0 59.7 336 7 0.97
## 861 2005 0 59.4 34 7 1.07
## 862 2004 0 59.1 342 7 0.64
## 863 2003 0 58.8 343 7 0.56
## 864 2002 0 58.5 343 7 0.83
## 868 2014 0 77.3 122 0 0.01
## 869 2013 0 76.9 127 0 0.01
## 870 2012 0 76.3 135 0 0.01
## 871 2011 0 76.1 138 0 0.01
## 872 2010 0 75.6 137 0 14.97
## 873 2009 0 74.9 156 0 15.04
## 874 2008 0 74.2 167 0 16.99
## 875 2007 0 73.0 189 0 17.87
## 876 2006 0 73.0 188 0 16.58
## 877 2005 0 72.8 189 0 15.52
## 878 2004 0 72.3 195 0 15.07
## 884 2014 0 64.2 234 140 0.01
## 885 2013 0 63.7 237 145 1.86
## 886 2012 0 63.3 241 150 1.84
## 887 2011 0 62.6 249 156 1.32
## 888 2010 0 61.8 261 162 1.34
## 889 2009 0 68.0 274 169 1.17
## 890 2008 0 59.8 289 177 1.13
## 891 2007 0 58.5 39 186 1.06
## 900 2014 0 69.7 19 0 0.01
## 901 2013 0 69.6 192 0 0.01
## 902 2012 0 69.4 195 0 0.01
## 903 2011 0 69.2 197 0 0.01
## 904 2010 0 69.1 2 0 2.25
## 905 2009 0 68.9 23 0 2.31
## 906 2008 0 68.7 26 0 1.95
## 907 2007 0 68.6 29 0 2.09
## 908 2006 0 68.5 211 0 2.06
## 909 2005 0 68.3 214 0 2.02
## 910 2004 0 68.1 218 0 1.63
## 911 2003 0 68.0 22 0 1.76
## 912 2002 0 67.9 22 0 1.85
## 913 2001 0 67.8 221 0 1.93
## 914 2000 0 67.7 221 0 2.05
## 932 2014 0 82.2 79 3 11.50
## 933 2013 0 82.0 81 3 11.10
## 934 2012 0 81.5 83 3 11.50
## 935 2011 0 81.7 83 3 11.80
## 936 2010 0 81.3 86 3 11.70
## 937 2009 0 81.1 88 3 11.80
## 938 2008 0 89.0 88 3 11.90
## 939 2007 0 89.0 89 3 12.20
## 940 2006 0 86.0 92 3 12.40
## 941 2005 0 81.0 93 3 12.20
## 942 2004 0 82.0 94 3 13.18
## 943 2003 0 79.3 99 3 13.49
## 944 2002 0 79.2 11 3 13.78
## 945 2001 0 79.0 13 3 13.89
## 946 2000 0 78.8 13 3 13.63
## 948 2014 0 65.5 237 2 0.01
## 949 2013 0 64.6 255 2 8.86
## 950 2012 0 63.5 276 2 8.30
## 951 2011 0 62.8 289 2 8.90
## 952 2010 0 62.3 294 2 8.85
## 953 2009 0 61.7 31 2 8.64
## 954 2008 0 61.6 298 2 8.75
## 955 2007 0 61.6 291 2 9.02
## 956 2006 0 61.4 288 2 8.01
## 957 2005 0 65.0 37 2 7.72
## 980 2014 0 74.5 125 1 6.13
## 981 2013 0 74.5 128 1 5.91
## 982 2012 0 74.2 13 1 7.71
## 983 2011 0 73.9 127 1 8.14
## 984 2010 0 73.8 132 1 7.24
## 985 2009 0 73.2 133 1 6.66
## 986 2008 0 73.9 128 1 7.17
## 987 2007 0 74.4 12 1 8.65
## 988 2006 0 73.9 126 1 6.18
## 989 2005 0 73.9 128 1 4.70
## 990 2004 0 72.3 134 1 3.74
## 991 2003 0 72.7 132 1 3.36
## 992 2002 0 71.7 142 2 2.72
## 993 2001 0 73.0 121 2 2.76
## 994 2000 0 71.8 129 2 3.28
## 996 2014 1 89.0 69 2 11.03
## 997 2013 1 86.0 71 2 10.94
## 998 2012 1 86.0 71 2 11.18
## 999 2011 1 85.0 74 2 11.20
## 1000 2010 1 81.0 76 2 11.20
## 1001 2009 1 80.0 79 2 11.22
## 1002 2008 1 79.9 8 2 11.36
## 1003 2007 1 79.8 82 3 11.50
## 1004 2006 1 79.6 84 3 11.76
## 1005 2005 1 79.2 85 3 11.67
## 1006 2004 1 79.1 86 3 11.83
## 1007 2003 1 78.5 9 3 11.92
## 1008 2002 1 78.4 91 3 12.25
## 1009 2001 1 78.3 92 3 12.46
## 1010 2000 1 78.0 95 3 12.91
## 1012 2014 0 62.1 253 37 0.01
## 1013 2013 0 61.9 254 38 0.01
## 1014 2012 0 61.6 257 39 0.01
## 1015 2011 0 61.2 263 40 1.64
## 1016 2010 0 69.0 267 40 1.69
## 1017 2009 0 66.0 271 41 1.76
## 1018 2008 0 63.0 275 41 1.78
## 1019 2007 0 59.9 28 41 1.25
## 1020 2006 0 59.4 288 41 1.70
## 1021 2005 0 58.9 296 41 1.50
## 1022 2004 0 58.3 34 41 1.46
## 1023 2003 0 57.9 38 41 1.53
## 1024 2002 0 57.6 31 42 1.60
## 1028 2014 0 88.0 73 0 7.53
## 1029 2013 0 86.0 74 0 7.46
## 1030 2012 0 84.0 76 0 8.20
## 1031 2011 0 85.0 76 0 8.02
## 1032 2010 0 83.0 76 0 9.00
## 1033 2009 0 80.0 78 0 9.08
## 1034 2008 0 79.9 77 0 9.51
## 1035 2007 0 79.4 8 0 9.67
## 1036 2006 0 79.7 77 0 9.42
## 1037 2005 0 79.3 81 0 9.95
## 1038 2004 0 79.2 81 0 9.56
## 1039 2003 0 79.1 81 0 9.46
## 1040 2002 0 79.0 81 1 8.09
## 1041 2001 0 78.7 83 1 8.62
## 1042 2000 0 78.2 84 1 8.48
## 1060 2014 0 71.7 187 10 1.88
## 1061 2013 0 71.4 189 11 1.93
## 1062 2012 0 71.3 189 11 2.02
## 1063 2011 0 71.1 193 11 2.16
## 1064 2010 0 77.0 196 12 2.14
## 1065 2009 0 76.0 198 12 2.14
## 1066 2008 0 79.0 19 13 2.21
## 1067 2007 0 75.0 192 13 2.40
## 1068 2006 0 69.7 24 14 2.38
## 1069 2005 0 69.2 28 14 2.35
## 1076 2014 0 58.1 299 27 0.01
## 1077 2013 0 58.8 284 27 0.01
## 1078 2012 0 58.4 288 28 0.01
## 1079 2011 0 58.1 29 28 0.22
## 1080 2010 0 57.8 291 29 0.20
## 1081 2009 0 57.3 297 29 0.18
## 1082 2008 0 56.8 33 30 0.21
## 1083 2007 0 56.4 36 31 0.19
## 1092 2014 0 58.4 282 4 0.01
## 1093 2013 0 58.1 279 4 0.01
## 1094 2012 0 57.6 285 4 0.01
## 1095 2011 0 57.1 289 4 3.57
## 1096 2010 0 56.7 287 4 3.21
## 1097 2009 0 56.3 288 4 2.55
## 1108 2014 0 66.0 217 0 7.64
## 1109 2013 0 65.9 218 0 7.56
## 1110 2012 0 65.8 22 0 7.57
## 1111 2011 0 65.6 229 0 7.56
## 1112 2010 0 65.9 221 0 7.52
## 1113 2009 0 66.1 218 0 7.49
## 1114 2008 0 66.3 218 1 7.32
## 1115 2007 0 65.7 232 1 7.20
## 1116 2006 0 65.2 24 1 7.04
## 1117 2005 0 65.0 238 1 7.35
## 1118 2004 0 65.1 237 1 7.84
## 1119 2003 0 65.3 237 1 7.93
## 1120 2002 0 65.3 244 1 7.73
## 1121 2001 0 65.4 247 1 6.71
## 1124 2014 0 63.1 245 14 0.01
## 1125 2013 0 62.7 253 14 5.68
## 1140 2014 0 74.5 149 3 2.87
## 1141 2013 0 74.3 15 4 3.11
## 1142 2012 0 74.1 151 4 3.11
## 1143 2011 0 73.9 153 4 3.10
## 1144 2010 0 73.6 156 4 3.10
## 1145 2009 0 73.4 157 4 3.08
## 1146 2008 0 73.2 159 4 3.14
## 1147 2007 0 73.0 16 5 3.16
## 1148 2006 0 72.8 161 5 3.23
## 1149 2005 0 72.5 163 5 3.23
## 1150 2004 0 72.2 165 5 3.02
## 1151 2003 0 71.9 166 6 3.04
## 1152 2002 0 71.6 169 6 3.09
## 1153 2001 0 71.3 171 6 2.74
## 1154 2000 0 71.0 174 6 2.61
## 1188 2014 0 68.0 184 957 3.07
## 1189 2013 0 67.6 187 1000 3.11
## 1190 2012 0 67.3 19 1100 3.10
## 1191 2011 0 66.8 193 1100 3.00
## 1192 2010 0 66.4 196 1200 2.77
## 1193 2009 0 66.0 2 1300 2.50
## 1194 2008 0 65.5 23 1300 1.93
## 1195 2007 0 65.2 26 1400 1.59
## 1196 2006 0 64.8 28 1500 1.37
## 1197 2005 0 64.4 211 1500 1.27
## 1198 2004 0 64.0 214 1600 1.20
## 1204 2014 0 68.9 179 119 0.09
## 1205 2013 0 68.7 181 124 0.09
## 1206 2012 0 68.5 183 129 0.08
## 1207 2011 0 68.3 185 134 0.08
## 1208 2010 0 68.1 187 138 0.08
## 1209 2009 0 67.9 189 143 0.08
## 1210 2008 0 67.7 189 149 0.07
## 1211 2007 0 67.5 19 154 0.06
## 1212 2006 0 67.3 191 159 0.06
## 1213 2005 0 67.2 19 163 0.06
## 1214 2004 0 65.3 213 174 0.06
## 1215 2003 0 66.9 189 173 0.05
## 1216 2002 0 66.7 189 177 0.05
## 1217 2001 0 66.5 188 182 0.06
## 1218 2000 0 66.3 188 187 0.06
## 1236 2014 0 67.9 199 32 0.01
## 1237 2013 0 69.5 17 32 0.01
## 1238 2012 0 76.0 147 32 0.01
## 1239 2011 0 77.0 144 32 0.17
## 1240 2010 0 76.0 145 32 0.19
## 1241 2009 0 74.0 148 32 0.20
## 1242 2008 0 69.3 167 32 0.17
## 1243 2007 0 65.9 227 31 0.14
## 1244 2006 0 64.7 249 31 0.03
## 1245 2005 0 66.8 29 31 0.18
## 1246 2004 0 67.2 21 30 0.32
## 1252 2014 1 81.2 66 0 10.75
## 1253 2013 1 81.0 67 0 10.49
## 1254 2012 1 85.0 69 0 11.49
## 1255 2011 1 84.0 7 0 11.72
## 1256 2010 1 86.0 68 0 11.88
## 1268 2014 0 82.2 6 1 2.62
## 1269 2013 0 82.1 61 1 2.69
## 1270 2012 0 81.8 6 1 2.78
## 1271 2011 0 81.8 61 1 2.67
## 1272 2010 0 81.7 61 1 2.63
## 1273 2009 0 81.5 63 1 2.55
## 1274 2008 0 81.0 65 1 2.47
## 1275 2007 0 84.0 68 1 2.33
## 1276 2006 0 84.0 68 1 2.23
## 1277 2005 0 80.0 71 1 2.41
## 1278 2004 0 81.0 69 1 2.23
## 1279 2003 0 79.7 71 1 2.32
## 1280 2002 0 79.3 74 1 2.47
## 1281 2001 0 79.3 74 1 2.53
## 1282 2000 0 78.9 76 1 2.53
## 1284 2014 1 82.5 57 2 7.56
## 1285 2013 1 82.3 58 2 7.35
## 1286 2012 1 82.0 6 2 7.49
## 1287 2011 1 82.0 6 2 6.98
## 1288 2010 1 81.8 6 2 6.95
## 1289 2009 1 81.6 61 2 7.25
## 1290 2008 1 81.5 61 2 7.96
## 1291 2007 1 81.3 63 2 8.37
## 1292 2006 1 81.2 65 2 8.44
## 1293 2005 1 88.0 66 2 8.65
## 1294 2004 1 89.0 66 2 8.98
## 1295 2003 1 79.9 72 2 9.30
## 1296 2002 1 80.0 72 2 9.25
## 1297 2001 1 79.8 75 2 9.69
## 1298 2000 1 79.4 77 3 9.78
## 1300 2014 0 75.8 133 1 3.83
## 1301 2013 0 75.6 136 1 3.79
## 1302 2012 0 75.3 138 1 3.65
## 1303 2011 0 75.2 139 1 3.58
## 1304 2010 0 75.0 138 1 3.55
## 1305 2009 0 74.7 142 1 3.33
## 1306 2008 0 74.5 145 1 3.51
## 1307 2007 0 74.2 148 1 3.64
## 1308 2006 0 74.0 15 1 3.63
## 1309 2005 0 73.5 161 1 3.59
## 1310 2004 0 73.3 165 1 3.67
## 1311 2003 0 73.1 166 1 3.48
## 1332 2014 0 74.0 113 4 0.41
## 1333 2013 0 73.9 114 4 0.40
## 1334 2012 0 73.7 115 4 0.41
## 1335 2011 0 73.6 116 4 0.43
## 1336 2010 0 73.4 117 4 0.51
## 1337 2009 0 73.3 118 4 0.59
## 1338 2008 0 73.1 119 4 0.61
## 1339 2007 0 73.0 12 4 0.60
## 1340 2006 0 72.8 121 4 0.59
## 1341 2005 0 72.4 127 4 0.55
## 1342 2004 0 72.5 125 4 0.54
## 1343 2003 0 72.3 127 4 0.54
## 1344 2002 0 72.1 129 4 0.54
## 1345 2001 0 71.9 131 4 0.55
## 1346 2000 0 71.7 133 4 0.49
## 1348 2014 0 69.9 22 5 6.29
## 1349 2013 0 69.5 28 5 6.48
## 1350 2012 0 69.1 214 6 6.82
## 1351 2011 0 68.5 224 7 6.63
## 1352 2010 0 67.8 236 7 6.83
## 1353 2009 0 67.8 235 7 6.64
## 1354 2008 0 66.6 258 8 7.60
## 1355 2007 0 65.3 288 8 7.44
## 1356 2006 0 65.0 295 8 7.08
## 1357 2005 0 64.6 294 8 6.94
## 1358 2004 0 64.7 287 8 6.55
## 1359 2003 0 64.4 282 8 6.58
## 1360 2002 0 64.7 276 8 5.99
## 1361 2001 0 64.4 284 8 5.75
## 1362 2000 0 63.9 292 9 6.00
## 1364 2014 0 62.9 255 56 0.01
## 1365 2013 0 62.6 258 58 1.84
## 1366 2012 0 62.1 263 59 1.81
## 1367 2011 0 61.2 278 60 1.80
## 1368 2010 0 63.0 294 61 1.73
## 1369 2009 0 59.1 317 62 1.86
## 1370 2008 0 57.9 339 64 1.71
## 1371 2007 0 56.8 356 66 1.97
## 1372 2006 0 55.3 388 68 1.76
## 1373 2005 0 54.1 412 70 1.82
## 1374 2004 0 53.0 432 72 1.43
## 1375 2003 0 52.4 437 74 1.49
## 1376 2002 0 52.1 437 76 1.66
## 1380 2014 0 66.1 2 0 0.01
## 1381 2013 0 65.8 22 0 0.01
## 1382 2012 0 65.7 24 0 0.01
## 1383 2011 0 65.5 26 0 0.53
## 1384 2010 0 65.3 27 0 0.48
## 1385 2009 0 65.2 28 0 0.54
## 1386 2008 0 65.1 21 0 0.46
## 1387 2007 0 65.0 211 0 0.68
## 1388 2006 0 65.0 212 0 0.76
## 1389 2005 0 64.9 213 0 0.60
## 1390 2004 0 64.8 214 0 0.48
## 1391 2003 0 64.7 215 0 0.50
## 1392 2002 0 64.6 217 0 0.49
## 1393 2001 0 64.3 219 0 0.60
## 1394 2000 0 64.1 222 0 0.46
## 1444 2014 1 74.4 156 0 0.01
## 1445 2013 1 74.1 161 0 10.37
## 1446 2012 1 73.8 163 0 10.21
## 1447 2011 1 73.6 169 0 10.14
## 1448 2010 1 72.8 18 0 9.80
## 1449 2009 1 72.6 184 0 9.85
## 1450 2008 1 71.9 199 0 11.84
## 1451 2007 1 78.0 221 0 12.12
## 1452 2006 1 75.0 229 0 10.40
## 1453 2005 1 76.0 216 0 9.92
## 1454 2004 1 71.0 26 0 8.81
## 1455 2003 1 78.0 29 0 8.24
## 1456 2002 1 73.0 219 0 7.44
## 1457 2001 1 69.9 228 0 6.68
## 1458 2000 1 71.0 218 0 7.13
## 1460 2014 0 74.8 99 1 1.32
## 1461 2013 0 74.9 97 1 1.29
## 1462 2012 0 75.0 93 1 1.53
## 1463 2011 0 75.0 93 1 1.57
## 1464 2010 0 74.9 94 1 1.58
## 1465 2009 0 74.7 95 1 1.62
## 1466 2008 0 74.5 98 1 1.67
## 1467 2007 0 74.4 98 1 1.72
## 1468 2006 0 74.1 1 1 1.82
## 1469 2005 0 73.9 11 1 1.94
## 1470 2004 0 73.7 13 1 2.10
## 1471 2003 0 73.5 15 1 2.19
## 1472 2002 0 73.2 17 1 1.98
## 1473 2001 0 73.0 11 1 2.19
## 1474 2000 0 72.7 112 1 2.26
## 1476 2014 0 52.1 522 4 0.01
## 1477 2013 0 52.1 518 4 0.01
## 1478 2012 0 52.2 513 4 0.01
## 1479 2011 0 52.3 52 4 2.39
## 1480 2010 0 51.1 527 4 2.71
## 1481 2009 0 49.4 566 4 2.75
## 1482 2008 0 47.8 592 5 2.75
## 1483 2007 0 46.2 633 4 2.69
## 1484 2006 0 45.3 654 5 2.61
## 1485 2005 0 44.5 675 5 2.67
## 1486 2004 0 44.8 666 5 1.80
## 1487 2003 0 45.5 648 5 1.99
## 1492 2014 0 58.1 329 8 0.01
## 1493 2013 0 61.1 258 9 0.01
## 1494 2012 0 67.0 261 9 0.01
## 1495 2011 0 62.0 266 9 3.72
## 1496 2010 0 59.7 272 9 3.64
## 1497 2009 0 59.2 277 10 3.75
## 1498 2008 0 58.6 281 10 3.88
## 1524 2014 1 73.4 169 0 15.19
## 1525 2013 1 73.0 178 0 15.04
## 1526 2012 1 73.0 176 0 15.14
## 1527 2011 1 72.8 18 0 12.66
## 1528 2010 1 72.4 188 0 12.90
## 1529 2009 1 72.2 192 0 12.40
## 1530 2008 1 71.1 224 0 13.30
## 1531 2007 1 72.0 24 0 13.40
## 1532 2006 1 76.0 229 0 12.70
## 1533 2005 1 78.0 222 0 12.30
## 1534 2004 1 71.6 24 0 12.10
## 1535 2003 1 71.6 22 0 11.29
## 1536 2002 1 71.4 22 0 11.00
## 1537 2001 1 71.2 21 0 10.20
## 1538 2000 1 71.6 2 0 9.87
## 1540 2014 1 81.7 65 0 11.12
## 1541 2013 1 81.4 68 0 11.02
## 1542 2012 1 81.1 7 0 11.34
## 1543 2011 1 88.0 72 0 11.50
## 1544 2010 1 86.0 73 0 11.36
## 1545 2009 1 83.0 76 0 11.42
## 1546 2008 1 80.0 8 0 11.53
## 1547 2007 1 79.7 82 0 11.75
## 1548 2006 1 79.4 85 0 11.98
## 1549 2005 1 78.8 9 0 11.84
## 1550 2004 1 78.7 92 0 12.42
## 1551 2003 1 78.6 92 0 12.61
## 1552 2002 1 78.3 95 0 12.91
## 1553 2001 1 78.0 96 0 12.89
## 1554 2000 1 77.8 98 0 13.14
## 1556 2014 0 65.1 225 29 0.01
## 1557 2013 0 64.7 23 29 0.87
## 1558 2012 0 64.3 235 30 0.87
## 1559 2011 0 63.8 241 31 0.97
## 1560 2010 0 63.3 248 32 1.03
## 1561 2009 0 62.8 254 33 0.91
## 1562 2008 0 62.3 259 34 0.68
## 1563 2007 0 61.9 261 35 0.71
## 1564 2006 0 61.4 263 36 0.68
## 1565 2005 0 69.0 265 37 0.72
## 1566 2004 0 64.0 267 38 0.81
## 1567 2003 0 59.9 268 40 0.93
## 1568 2002 0 59.3 271 41 0.90
## 1572 2014 0 57.6 377 27 0.01
## 1573 2013 0 56.7 394 29 0.01
## 1574 2012 0 55.3 42 31 0.01
## 1575 2011 0 54.1 441 32 1.23
## 1576 2010 0 52.9 462 35 1.08
## 1577 2009 0 51.5 491 36 1.16
## 1578 2008 0 50.0 525 36 1.27
## 1579 2007 0 48.5 559 37 1.18
## 1580 2006 0 47.1 587 38 1.18
## 1581 2005 0 46.0 66 39 1.04
## 1582 2004 0 45.1 615 40 1.11
## 1583 2003 0 44.6 613 43 1.08
## 1584 2002 0 44.0 67 46 1.10
## 1588 2014 0 74.8 126 4 0.52
## 1589 2013 0 74.6 128 3 0.53
## 1590 2012 0 74.5 129 3 0.53
## 1591 2011 0 74.3 13 3 0.51
## 1592 2010 0 74.1 131 3 0.49
## 1593 2009 0 74.0 131 3 0.47
## 1594 2008 0 73.8 132 3 0.47
## 1595 2007 0 73.7 133 3 0.43
## 1596 2006 0 73.6 134 3 0.42
## 1597 2005 0 73.4 135 3 0.46
## 1598 2004 0 73.2 137 3 0.49
## 1599 2003 0 73.1 138 3 0.48
## 1600 2002 0 72.9 14 4 0.49
## 1601 2001 0 72.7 144 4 0.53
## 1602 2000 0 72.4 149 4 0.54
## 1604 2014 0 78.2 62 0 0.01
## 1605 2013 0 77.9 64 0 0.01
## 1606 2012 0 77.6 65 0 0.01
## 1607 2011 0 77.3 67 0 1.92
## 1608 2010 0 76.7 73 0 1.83
## 1609 2009 0 76.3 75 0 1.59
## 1610 2008 0 75.9 81 0 1.76
## 1611 2007 0 75.4 82 0 1.78
## 1612 2006 0 75.0 88 0 1.62
## 1613 2005 0 74.3 93 0 1.47
## 1614 2004 0 73.4 16 0 1.60
## 1615 2003 0 72.7 112 0 1.75
## 1616 2002 0 71.8 124 0 1.95
## 1617 2001 0 78.0 129 0 1.98
## 1618 2000 0 69.6 139 0 1.83
## 1620 2014 0 57.8 272 52 0.01
## 1621 2013 0 57.3 275 53 0.01
## 1622 2012 0 57.2 27 53 0.01
## 1623 2011 0 56.8 271 54 0.61
## 1624 2010 0 56.5 273 54 0.60
## 1625 2009 0 56.0 276 55 0.59
## 1626 2008 0 55.5 278 55 0.57
## 1627 2007 0 55.0 282 56 0.55
## 1628 2006 0 54.3 288 57 0.53
## 1629 2005 0 53.6 29 57 0.55
## 1630 2004 0 52.8 296 58 0.49
## 1631 2003 0 52.0 299 59 0.54
## 1636 2014 1 81.4 55 0 8.49
## 1637 2013 1 81.1 57 0 8.58
## 1638 2012 1 81.0 58 0 7.67
## 1639 2011 1 87.0 59 0 6.91
## 1640 2010 1 83.0 62 0 7.91
## 1641 2009 1 82.0 63 0 7.38
## 1642 2008 1 80.0 64 0 7.14
## 1643 2007 1 79.6 65 0 7.45
## 1644 2006 1 79.3 66 0 8.84
## 1645 2005 1 79.0 67 0 6.41
## 1646 2004 1 78.7 69 0 6.53
## 1647 2003 1 78.5 71 0 6.70
## 1653 2014 0 63.0 26 8 0.01
## 1654 2013 0 62.7 28 8 0.01
## 1655 2012 0 62.5 29 8 0.01
## 1656 2011 0 62.2 212 8 0.01
## 1657 2010 0 62.0 214 8 0.01
## 1658 2009 0 61.7 215 8 0.01
## 1659 2008 0 61.4 217 8 0.02
## 1660 2007 0 61.2 219 8 0.02
## 1661 2006 0 69.0 221 8 0.01
## 1662 2005 0 66.0 223 8 0.01
## 1669 2014 0 74.2 148 0 0.01
## 1670 2013 0 74.1 147 0 0.01
## 1671 2012 0 73.9 154 0 0.01
## 1672 2011 0 73.6 158 0 3.03
## 1673 2010 0 73.3 163 0 2.95
## 1674 2009 0 72.8 166 0 2.83
## 1675 2008 0 72.7 166 0 2.49
## 1676 2007 0 72.9 161 0 3.24
## 1677 2006 0 71.8 165 0 3.73
## 1678 2005 0 72.1 168 0 3.94
## 1679 2004 0 71.9 168 0 4.16
## 1680 2003 0 71.5 174 0 4.08
## 1681 2002 0 71.5 179 0 4.14
## 1682 2001 0 71.5 177 0 4.38
## 1683 2000 0 71.0 177 0 4.60
## 1685 2014 0 76.6 122 31 5.26
## 1686 2013 0 76.6 12 32 5.23
## 1687 2012 0 76.3 123 33 5.29
## 1688 2011 0 76.1 124 34 5.30
## 1689 2010 0 75.6 127 35 5.21
## 1690 2009 0 75.7 13 36 5.27
## 1691 2008 0 75.6 127 37 5.36
## 1692 2007 0 76.0 123 38 5.35
## 1693 2006 0 75.8 125 40 5.11
## 1694 2005 0 75.3 126 42 4.93
## 1695 2004 0 75.4 124 44 4.90
## 1696 2003 0 75.0 127 46 4.88
## 1697 2002 0 75.0 127 49 4.77
## 1698 2001 0 75.0 126 52 4.86
## 1699 2000 0 74.8 129 55 4.99
## 1718 2014 0 68.4 225 1 0.01
## 1719 2013 0 68.1 227 1 0.01
## 1720 2012 0 67.8 231 1 0.01
## 1721 2011 0 67.3 235 1 0.01
## 1722 2010 0 66.3 25 1 5.80
## 1723 2009 0 66.9 235 1 4.61
## 1724 2008 0 67.4 225 2 4.26
## 1725 2007 0 65.9 26 2 3.79
## 1726 2006 0 65.0 271 2 2.91
## 1727 2005 0 64.5 274 2 2.75
## 1728 2004 0 64.0 284 2 1.75
## 1729 2003 0 64.0 271 2 1.31
## 1730 2002 0 63.8 263 2 2.43
## 1731 2001 0 63.2 266 2 2.87
## 1732 2000 0 62.8 274 2 2.79
## 1734 2014 0 75.9 17 0 0.01
## 1735 2013 0 75.8 19 0 0.01
## 1736 2012 0 75.6 11 0 0.01
## 1737 2011 0 75.4 113 0 6.56
## 1738 2010 0 75.3 115 0 6.56
## 1739 2009 0 75.0 117 0 6.45
## 1740 2008 0 74.6 121 0 6.17
## 1741 2007 0 74.2 125 0 4.98
## 1742 2006 0 73.8 13 0 5.38
## 1750 2014 0 74.1 96 18 0.43
## 1751 2013 0 73.9 97 18 0.45
## 1752 2012 0 73.6 99 19 0.55
## 1753 2011 0 73.3 14 19 0.54
## 1754 2010 0 72.8 11 20 0.56
## 1755 2009 0 72.3 116 20 0.62
## 1756 2008 0 71.8 123 21 0.51
## 1757 2007 0 71.4 128 21 0.56
## 1758 2006 0 71.0 133 22 0.58
## 1759 2005 0 77.0 137 22 0.47
## 1760 2004 0 72.0 142 23 0.56
## 1761 2003 0 69.9 146 24 0.58
## 1762 2002 0 69.5 15 25 0.46
## 1763 2001 0 69.0 155 26 0.46
## 1764 2000 0 68.6 16 27 0.45
## 1766 2014 0 56.7 375 61 0.01
## 1767 2013 0 55.3 46 62 1.16
## 1768 2012 0 54.8 48 64 1.19
## 1769 2011 0 54.3 47 66 0.94
## 1770 2010 0 54.0 47 69 0.96
## 1771 2009 0 53.8 4 70 1.18
## 1772 2008 0 53.2 45 72 1.48
## 1773 2007 0 52.1 425 74 1.03
## 1774 2006 0 51.2 434 78 1.20
## 1775 2005 0 58.0 434 80 1.23
## 1776 2004 0 54.0 429 82 1.54
## 1777 2003 0 51.0 424 85 1.68
## 1778 2002 0 49.8 416 87 2.16
## 1779 2001 0 49.5 48 90 2.09
## 1782 2014 0 66.4 21 40 0.01
## 1783 2013 0 66.2 22 42 0.70
## 1784 2012 0 65.9 25 44 0.55
## 1785 2011 0 65.6 27 47 0.33
## 1786 2010 0 65.4 29 49 0.30
## 1787 2009 0 65.2 211 52 0.28
## 1788 2008 0 59.2 296 59 0.30
## 1789 2007 0 64.5 217 58 0.26
## 1790 2006 0 64.2 22 61 0.28
## 1791 2005 0 63.9 224 64 0.28
## 1792 2004 0 63.5 228 66 0.44
## 1793 2003 0 63.2 231 69 0.40
## 1798 2014 0 65.9 242 2 0.01
## 1799 2013 0 66.1 232 3 0.01
## 1800 2012 0 65.8 232 3 0.01
## 1801 2011 0 64.3 268 3 7.84
## 1802 2010 0 63.0 299 3 7.58
## 1815 2014 0 69.6 158 18 0.01
## 1816 2013 0 69.3 162 19 0.27
## 1817 2012 0 68.9 167 20 0.26
## 1818 2011 0 68.4 172 22 0.27
## 1819 2010 0 68.0 178 23 0.24
## 1820 2009 0 67.5 183 25 0.22
## 1821 2008 0 67.0 189 27 0.21
## 1822 2007 0 66.6 194 29 0.20
## 1823 2006 0 66.0 21 31 0.20
## 1824 2005 0 65.4 28 33 0.20
## 1825 2004 0 64.7 218 35 0.21
## 1826 2003 0 64.3 22 38 0.20
## 1831 2014 1 81.7 58 1 0.01
## 1832 2013 1 81.4 6 1 8.68
## 1833 2012 1 81.1 62 1 9.05
## 1834 2011 1 81.1 63 1 8.96
## 1863 2014 0 74.5 148 2 3.55
## 1864 2013 0 73.9 157 2 3.58
## 1865 2012 0 73.9 157 2 3.63
## 1866 2011 0 74.5 147 3 3.39
## 1867 2010 0 73.2 154 3 3.38
## 1868 2009 0 73.2 163 3 3.36
## 1869 2008 0 72.5 169 3 3.64
## 1870 2007 0 72.5 173 3 3.83
## 1871 2006 0 73.0 17 3 3.69
## 1872 2005 0 71.2 194 3 3.70
## 1873 2004 0 71.0 194 4 3.81
## 1874 2003 0 76.0 198 4 3.77
## 1875 2002 0 75.0 197 4 3.50
## 1876 2001 0 73.0 193 4 3.51
## 1877 2000 0 73.0 192 4 3.61
## 1879 2014 0 61.4 223 49 0.01
## 1880 2013 0 69.0 227 49 0.01
## 1881 2012 0 63.0 232 49 0.01
## 1882 2011 0 59.4 241 50 0.15
## 1883 2010 0 58.2 252 50 0.12
## 1884 2009 0 57.1 263 51 0.11
## 1895 2014 0 53.6 362 490 0.01
## 1896 2013 0 53.2 367 498 8.30
## 1897 2012 0 52.7 374 505 8.54
## 1898 2011 0 52.3 375 513 8.75
## 1899 2010 0 52.0 374 521 8.90
## 1900 2009 0 51.6 376 527 9.05
## 1901 2008 0 59.0 386 536 9.30
## 1902 2007 0 55.0 388 542 9.55
## 1903 2006 0 49.8 396 549 9.66
## 1904 2005 0 49.2 4 556 9.71
## 1944 2014 0 66.2 162 359 0.01
## 1945 2013 0 66.0 163 365 0.04
## 1946 2012 0 65.7 165 369 0.04
## 1947 2011 0 65.5 167 371 0.04
## 1948 2010 0 65.1 172 372 0.04
## 1949 2009 0 64.8 175 371 0.03
## 1950 2008 0 64.6 177 369 0.03
## 1951 2007 0 64.4 178 367 0.03
## 1952 2006 0 64.2 179 365 0.03
## 1953 2005 0 62.9 2 364 0.04
## 1954 2004 0 63.7 183 364 0.01
## 1955 2003 0 63.5 185 366 0.01
## 1961 2014 0 77.6 119 1 6.74
## 1962 2013 0 77.5 118 1 6.89
## 1963 2012 0 77.2 12 1 6.95
## 1964 2011 0 77.3 121 1 6.90
## 1965 2010 0 76.5 122 1 6.94
## 1966 2009 0 76.8 127 1 6.87
## 1967 2008 0 76.5 127 1 6.74
## 1968 2007 0 76.4 124 1 6.16
## 1969 2006 0 76.2 125 1 5.72
## 1970 2005 0 75.8 122 1 5.53
## 1971 2004 0 75.8 123 1 5.69
## 1972 2003 0 75.5 126 1 5.52
## 1973 2002 0 75.7 125 1 5.52
## 1974 2001 0 75.5 124 2 5.43
## 1977 2014 0 62.7 278 10 0.01
## 1978 2013 0 62.4 281 10 0.01
## 1979 2012 0 62.2 284 10 0.01
## 1980 2011 0 62.0 285 10 0.88
## 1981 2010 0 61.8 286 10 0.79
## 1982 2009 0 61.6 288 11 0.82
## 1983 2008 0 61.4 29 11 0.81
## 1984 2007 0 61.1 295 11 0.71
## 1985 2006 0 68.0 299 11 0.64
## 1986 2005 0 64.0 37 11 0.84
## 1987 2004 0 59.9 314 11 0.58
## 1988 2003 0 59.6 321 11 0.59
## 1989 2002 0 59.3 327 11 0.61
## 1990 2001 0 59.1 331 11 0.68
## 1991 2000 0 58.9 335 11 0.73
## 1993 2014 0 73.9 147 3 0.01
## 1994 2013 0 73.8 148 3 5.03
## 1995 2012 0 73.6 148 3 5.36
## 1996 2011 0 73.4 15 3 5.79
## 1997 2010 0 73.2 152 3 5.65
## 1998 2009 0 73.0 155 3 5.39
## 1999 2008 0 72.7 157 3 6.14
## 2000 2007 0 72.5 159 3 5.61
## 2001 2006 0 72.3 161 3 5.61
## 2002 2005 0 72.1 163 3 6.38
## 2003 2004 0 71.9 165 3 6.20
## 2004 2003 0 71.7 166 4 6.64
## 2009 2014 0 75.3 125 8 0.01
## 2010 2013 0 75.3 125 8 5.38
## 2011 2012 0 74.9 129 9 5.14
## 2012 2011 0 74.5 133 9 4.83
## 2013 2010 0 73.7 14 10 4.72
## 2014 2009 0 73.8 14 10 4.69
## 2015 2008 0 73.9 138 11 4.85
## 2016 2007 0 74.0 133 11 4.29
## 2017 2006 0 74.2 134 12 4.22
## 2018 2005 0 72.8 148 13 4.44
## 2019 2004 0 72.2 151 14 4.27
## 2020 2003 0 72.1 152 15 4.50
## 2025 2014 0 68.4 214 54 4.52
## 2026 2013 0 68.1 219 55 4.61
## 2027 2012 0 68.1 217 56 5.02
## 2028 2011 0 68.0 218 57 4.96
## 2029 2010 0 67.9 218 58 4.85
## 2030 2009 0 68.0 219 59 4.42
## 2031 2008 0 67.5 217 60 4.21
## 2032 2007 0 67.5 216 62 4.19
## 2033 2006 0 67.3 219 63 4.08
## 2034 2005 0 67.0 223 65 4.22
## 2035 2004 0 67.3 218 66 4.45
## 2036 2003 0 67.2 217 67 4.44
## 2037 2002 0 66.8 221 68 4.42
## 2038 2001 0 66.8 221 68 4.54
## 2039 2000 0 66.8 219 69 4.73
## 2041 2014 1 77.3 12 2 10.71
## 2042 2013 1 77.1 12 2 11.63
## 2043 2012 1 76.8 125 2 10.81
## 2044 2011 1 76.7 128 2 10.93
## 2045 2010 1 76.3 13 2 10.59
## 2046 2009 1 75.7 136 2 10.70
## 2047 2008 1 75.5 14 2 11.40
## 2048 2007 1 75.3 144 2 10.90
## 2049 2006 1 75.2 144 2 10.40
## 2050 2005 1 75.0 144 2 9.50
## 2051 2004 1 74.9 143 2 9.19
## 2052 2003 1 74.7 142 3 9.06
## 2053 2002 1 74.5 145 3 8.02
## 2054 2001 1 74.2 149 3 7.74
## 2055 2000 1 73.7 153 3 8.40
## 2057 2014 1 89.0 78 0 9.88
## 2058 2013 1 86.0 79 0 10.00
## 2059 2012 1 83.0 81 0 11.96
## 2060 2011 1 82.0 85 0 11.92
## 2061 2010 1 79.6 88 0 12.25
## 2062 2009 1 79.3 9 0 12.03
## 2063 2008 1 79.0 92 0 12.35
## 2064 2007 1 78.7 94 0 12.57
## 2065 2006 1 78.5 96 0 13.11
## 2066 2005 1 77.7 11 0 13.33
## 2067 2004 1 78.0 99 0 13.45
## 2068 2003 1 77.3 15 0 14.21
## 2069 2002 1 77.2 17 1 12.00
## 2070 2001 1 76.9 11 1 12.22
## 2071 2000 1 76.6 11 1 11.89
## 2121 2014 1 74.8 135 2 0.01
## 2122 2013 1 74.6 138 2 9.59
## 2123 2012 1 74.4 138 2 9.58
## 2124 2011 1 74.3 139 2 9.10
## 2125 2010 1 73.4 153 2 9.00
## 2126 2009 1 73.1 158 2 10.40
## 2127 2008 1 73.1 159 2 11.90
## 2128 2007 1 72.9 154 3 10.60
## 2129 2006 1 72.5 157 3 8.51
## 2130 2005 1 71.9 162 3 7.68
## 2131 2004 1 71.7 165 4 9.82
## 2132 2003 1 71.1 174 4 8.78
## 2133 2002 1 77.0 178 4 9.62
## 2134 2001 1 78.0 179 4 9.78
## 2135 2000 1 77.0 175 4 10.16
## 2137 2014 0 73.0 225 13 10.12
## 2138 2013 0 70.0 229 14 10.58
## 2139 2012 0 69.6 237 14 10.99
## 2140 2011 0 69.4 242 14 11.04
## 2141 2010 0 68.4 256 15 11.05
## 2142 2009 0 68.2 261 15 11.21
## 2143 2008 0 67.5 278 16 12.04
## 2144 2007 0 67.3 282 16 12.19
## 2145 2006 0 66.4 3 17 11.79
## 2146 2005 0 65.0 327 18 11.57
## 2147 2004 0 64.9 321 19 11.50
## 2148 2003 0 64.6 322 20 11.32
## 2149 2002 0 64.8 313 20 10.87
## 2150 2001 0 65.1 38 21 10.47
## 2153 2014 0 65.7 23 12 0.01
## 2154 2013 0 65.2 233 12 0.01
## 2155 2012 0 64.6 239 13 0.01
## 2156 2011 0 63.8 247 14 8.34
## 2157 2010 0 62.8 26 16 7.92
## 2158 2009 0 61.0 288 17 7.11
## 2159 2008 0 68.0 282 18 6.39
## 2160 2007 0 59.6 295 20 6.78
## 2161 2006 0 57.6 328 22 6.88
## 2162 2005 0 55.3 37 24 7.01
## 2163 2004 0 53.4 397 26 6.75
## 2164 2003 0 52.0 48 29 6.66
## 2165 2002 0 57.0 415 31 7.82
## 2202 2014 0 73.8 128 0 0.01
## 2203 2013 0 73.6 131 0 0.01
## 2204 2012 0 73.2 136 0 0.01
## 2205 2011 0 73.0 139 0 2.15
## 2206 2010 0 72.6 144 0 3.01
## 2207 2009 0 76.0 172 0 2.88
## 2208 2008 0 72.5 146 0 3.97
## 2209 2007 0 72.2 149 0 3.85
## 2210 2006 0 72.0 153 0 3.52
## 2211 2005 0 71.6 16 0 3.63
## 2212 2004 0 71.4 162 0 3.62
## 2213 2003 0 79.0 169 0 4.17
## 2214 2002 0 76.0 174 0 3.30
## 2215 2001 0 75.0 175 0 3.43
## 2216 2000 0 72.0 18 0 3.00
## 2219 2014 0 67.3 191 0 0.01
## 2220 2013 0 67.1 192 0 0.01
## 2221 2012 0 66.9 194 0 0.01
## 2222 2011 0 66.6 198 0 5.69
## 2223 2010 0 66.2 24 0 5.58
## 2224 2009 0 65.8 21 0 4.13
## 2225 2008 0 65.4 215 0 4.36
## 2226 2007 0 65.1 217 0 4.14
## 2227 2006 0 64.7 22 0 5.46
## 2228 2005 0 64.3 222 0 5.27
## 2229 2004 0 63.8 224 0 5.78
## 2230 2003 0 63.4 225 0 6.54
## 2251 2014 0 66.4 192 19 0.26
## 2252 2013 0 66.0 196 20 0.26
## 2253 2012 0 65.6 2 20 0.28
## 2254 2011 0 64.9 26 20 0.32
## 2255 2010 0 64.3 212 21 0.28
## 2256 2009 0 63.5 219 21 0.30
## 2257 2008 0 62.8 225 22 0.28
## 2258 2007 0 62.1 23 22 0.32
## 2259 2006 0 61.3 236 23 0.34
## 2260 2005 0 65.0 242 23 0.33
## 2261 2004 0 59.7 247 24 0.35
## 2267 2014 0 75.4 123 1 9.09
## 2268 2013 0 75.3 122 1 9.16
## 2269 2012 0 74.9 126 1 9.38
## 2270 2011 0 74.6 127 1 9.56
## 2271 2010 0 74.4 128 1 9.65
## 2272 2009 0 74.1 131 1 9.85
## 2273 2008 0 74.0 132 1 9.54
## 2274 2007 0 73.8 132 1 9.30
## 2275 2006 0 73.6 133 1 8.58
## 2276 2005 0 73.0 135 1 9.60
## 2277 2004 0 73.0 134 1 7.42
## 2283 2014 0 73.0 17 0 0.01
## 2284 2013 0 72.9 172 0 0.01
## 2285 2012 0 72.7 174 0 0.01
## 2286 2011 0 72.6 177 0 9.72
## 2287 2010 0 72.4 18 0 6.51
## 2288 2009 0 72.3 182 0 4.94
## 2289 2008 0 72.2 184 0 6.33
## 2290 2007 0 72.2 185 0 8.12
## 2291 2006 0 72.2 185 0 8.12
## 2292 2005 0 72.2 185 0 7.82
## 2293 2004 0 72.1 186 0 7.91
## 2294 2003 0 72.1 185 0 7.41
## 2295 2002 0 72.1 186 0 11.15
## 2296 2001 0 72.0 187 0 6.72
## 2297 2000 0 71.8 188 0 8.24
## 2299 2014 0 48.1 463 23 0.01
## 2300 2013 0 54.0 47 23 0.01
## 2301 2012 0 49.7 411 25 0.01
## 2302 2011 0 48.9 418 26 3.78
## 2303 2010 0 48.1 424 27 3.84
## 2304 2009 0 47.1 433 28 3.97
## 2305 2008 0 46.2 441 29 3.91
## 2306 2007 0 45.3 45 29 3.86
## 2363 2014 0 68.8 183 0 0.01
## 2364 2013 0 68.8 182 0 0.01
## 2365 2012 0 68.7 184 0 0.01
## 2366 2011 0 68.5 186 0 0.99
## 2367 2010 0 68.3 188 0 1.10
## 2368 2009 0 68.1 192 0 1.21
## 2369 2008 0 68.0 193 0 1.09
## 2370 2007 0 67.6 2 0 0.85
## 2371 2006 0 67.6 2 0 0.99
## 2372 2005 0 67.4 24 0 0.90
## 2373 2004 0 67.1 29 0 1.18
## 2374 2003 0 66.8 215 0 1.18
## 2375 2002 0 66.5 22 0 1.08
## 2376 2001 0 66.2 227 0 0.70
## 2377 2000 0 65.8 235 0 0.71
## 2395 2014 0 62.0 347 42 7.38
## 2396 2013 0 69.0 371 43 7.34
## 2397 2012 0 59.2 48 43 7.38
## 2398 2011 0 58.9 413 43 7.38
## 2399 2010 0 58.0 428 43 7.28
## 2400 2009 0 56.5 449 46 7.60
## 2401 2008 0 55.3 473 50 8.19
## 2402 2007 0 54.5 486 51 8.48
## 2403 2006 0 54.0 496 54 8.50
## 2404 2005 0 53.8 498 55 8.69
## 2405 2004 0 53.7 497 55 6.96
## 2406 2003 0 54.0 485 55 6.93
## 2407 2002 0 54.9 459 54 7.04
## 2408 2001 0 56.0 429 52 7.38
## 2409 2000 0 57.3 397 51 7.30
## 2427 2014 1 82.6 58 1 0.01
## 2428 2013 1 82.4 6 1 9.25
## 2429 2012 1 82.0 61 1 9.35
## 2430 2011 1 82.1 63 1 9.62
## 2431 2010 1 81.9 64 1 9.78
## 2432 2009 1 81.6 66 2 9.99
## 2433 2008 1 81.3 7 2 10.24
## 2434 2007 1 89.0 72 2 11.05
## 2435 2006 1 88.0 73 2 11.86
## 2436 2005 1 81.0 77 2 11.92
## 2437 2004 1 81.0 79 2 11.96
## 2438 2003 1 79.4 83 2 12.09
## 2439 2002 1 79.5 83 2 12.26
## 2440 2001 1 79.4 84 2 9.86
## 2441 2000 1 79.1 86 2 11.12
## 2443 2014 0 74.7 141 3 2.37
## 2444 2013 0 74.6 142 3 2.56
## 2445 2012 0 74.5 143 3 2.80
## 2446 2011 0 74.5 141 3 3.03
## 2447 2010 0 74.5 138 3 2.31
## 2448 2009 0 71.8 183 4 2.05
## 2449 2008 0 72.3 172 4 2.10
## 2450 2007 0 73.7 146 4 2.29
## 2451 2006 0 73.8 145 4 1.96
## 2452 2005 0 74.2 138 4 1.97
## 2453 2004 0 69.1 197 6 1.56
## 2454 2003 0 73.9 146 5 1.69
## 2475 2014 0 71.4 178 0 6.32
## 2476 2013 0 71.2 179 0 6.02
## 2477 2012 0 71.3 178 0 5.73
## 2478 2011 0 76.0 187 0 5.64
## 2479 2010 0 73.0 19 0 5.26
## 2480 2009 0 70.0 196 0 5.13
## 2481 2008 0 69.8 196 0 4.94
## 2482 2007 0 69.5 22 0 4.72
## 2483 2006 0 69.3 199 0 4.52
## 2484 2005 0 68.9 25 0 4.47
## 2491 2014 0 58.4 382 2 0.01
## 2492 2013 0 57.6 393 2 0.01
## 2493 2012 0 56.5 412 2 0.01
## 2494 2011 0 55.0 438 2 5.20
## 2495 2010 0 53.6 459 2 4.93
## 2496 2009 0 52.6 46 3 4.90
## 2497 2008 0 51.4 477 3 4.87
## 2498 2007 0 50.0 51 3 5.55
## 2499 2006 0 47.8 564 3 5.53
## 2500 2005 0 46.0 63 3 5.08
## 2501 2004 0 45.6 69 3 5.78
## 2502 2003 0 45.9 6 3 5.65
## 2503 2002 0 46.4 587 3 5.52
## 2504 2001 0 47.1 568 3 6.72
## 2505 2000 0 48.4 536 3 7.19
## 2507 2014 1 82.3 54 0 7.30
## 2508 2013 1 81.9 57 0 7.30
## 2509 2012 1 81.7 57 0 7.40
## 2510 2011 1 81.7 58 0 7.40
## 2546 2007 0 73.8 121 8 0.83
## 2547 2006 0 73.7 123 8 0.97
## 2548 2005 0 73.5 127 9 0.92
## 2549 2004 0 73.2 131 9 0.93
## 2550 2003 0 73.0 134 9 1.29
## 2551 2002 0 72.8 135 9 1.25
## 2552 2001 0 72.7 135 10 1.29
## 2553 2000 0 72.6 136 10 1.41
## 2555 2014 0 69.6 162 10 0.01
## 2556 2013 0 69.3 163 10 0.01
## 2557 2012 0 68.8 164 10 0.01
## 2558 2011 0 68.1 166 10 0.32
## 2559 2010 0 67.3 171 10 0.32
## 2560 2009 0 66.7 174 10 0.30
## 2561 2008 0 66.4 178 10 0.32
## 2562 2007 0 66.1 181 10 0.35
## 2563 2006 0 65.9 183 10 0.38
## 2564 2005 0 65.5 194 10 0.37
## 2565 2004 0 65.9 177 11 0.38
## 2566 2003 0 65.2 182 11 0.36
## 2567 2002 0 64.3 193 12 0.60
## 2571 2014 0 74.6 152 8 6.41
## 2572 2013 0 74.5 153 9 6.50
## 2573 2012 0 74.3 154 9 6.56
## 2574 2011 0 74.1 155 10 6.07
## 2575 2010 0 73.9 158 10 5.95
## 2576 2009 0 73.7 16 11 5.88
## 2577 2008 0 73.5 162 11 5.92
## 2578 2007 0 73.3 165 12 6.20
## 2579 2006 0 73.0 168 13 6.18
## 2580 2005 0 72.5 177 13 6.26
## 2581 2004 0 71.6 189 14 6.17
## 2582 2003 0 71.7 189 15 6.14
## 2583 2002 0 71.4 192 16 5.93
## 2584 2001 0 71.2 194 17 5.92
## 2585 2000 0 71.1 194 18 5.88
## 2603 2014 0 68.0 155 2 0.01
## 2604 2013 0 67.7 158 2 0.01
## 2605 2012 0 67.4 159 2 0.01
## 2606 2011 0 67.2 161 2 0.50
## 2607 2010 0 66.9 163 2 0.10
## 2608 2009 0 66.6 165 2 0.09
## 2609 2008 0 66.2 168 2 0.06
## 2619 2014 0 59.7 285 13 0.01
## 2620 2013 0 59.4 287 14 0.01
## 2621 2012 0 58.9 294 14 0.01
## 2622 2011 0 58.3 34 14 1.44
## 2623 2010 0 57.4 323 14 1.21
## 2624 2009 0 56.7 336 14 1.24
## 2625 2008 0 56.2 344 14 1.33
## 2635 2014 0 73.3 135 0 0.01
## 2636 2013 0 73.2 137 0 0.01
## 2637 2012 0 73.0 138 0 0.01
## 2638 2011 0 72.9 14 0 0.96
## 2639 2010 0 72.8 142 0 1.24
## 2640 2009 0 72.5 147 0 1.08
## 2641 2008 0 72.6 145 0 1.10
## 2642 2007 0 72.5 146 0 2.05
## 2643 2006 0 72.4 148 0 1.79
## 2644 2005 0 72.3 15 0 1.57
## 2645 2004 0 72.2 151 0 1.80
## 2646 2003 0 72.0 153 0 1.79
## 2647 2002 0 71.9 155 0 1.51
## 2648 2001 0 71.8 157 0 1.35
## 2649 2000 0 71.6 158 0 1.24
## 2651 2014 0 71.1 171 0 6.94
## 2652 2013 0 71.0 172 0 6.71
## 2653 2012 0 78.0 174 0 6.70
## 2654 2011 0 76.0 176 0 6.50
## 2655 2010 0 74.0 179 0 6.50
## 2656 2009 0 71.0 183 0 6.37
## 2657 2008 0 69.9 185 0 6.41
## 2658 2007 0 69.7 187 0 6.37
## 2659 2006 0 69.6 188 0 6.35
## 2660 2005 0 69.5 189 0 6.12
## 2661 2004 0 69.4 19 0 5.82
## 2662 2003 0 69.3 191 0 5.53
## 2663 2002 0 69.2 192 0 5.12
## 2667 2014 0 75.1 12 3 1.39
## 2668 2013 0 74.9 13 3 1.29
## 2669 2012 0 74.9 13 3 1.30
## 2670 2011 0 74.8 13 3 1.29
## 2671 2010 0 74.8 12 3 1.28
## 2672 2009 0 74.7 12 3 1.40
## 2673 2008 0 74.7 12 3 1.37
## 2674 2007 0 74.6 12 3 1.24
## 2675 2006 0 74.4 12 3 1.46
## 2676 2005 0 74.2 14 3 1.37
## 2677 2004 0 74.0 15 3 1.36
## 2678 2003 0 73.7 17 4 1.34
## 2679 2002 0 73.5 19 4 1.17
## 2680 2001 0 73.2 11 4 1.19
## 2681 2000 0 72.9 112 4 1.21
## 2683 2014 0 75.5 17 16 1.45
## 2684 2013 0 75.2 19 17 1.41
## 2685 2012 0 74.8 112 19 1.54
## 2686 2011 0 74.5 114 20 1.53
## 2687 2010 0 74.2 116 21 1.49
## 2688 2009 0 73.9 118 23 1.40
## 2689 2008 0 73.5 121 25 1.39
## 2690 2007 0 73.2 124 26 1.26
## 2691 2006 0 72.8 126 28 1.29
## 2692 2005 0 72.4 129 30 1.29
## 2693 2004 0 72.0 132 33 1.35
## 2694 2003 0 71.6 135 35 1.42
## 2695 2002 0 71.2 138 38 1.47
## 2696 2001 0 78.0 14 41 1.49
## 2697 2000 0 74.0 143 44 1.54
## 2699 2014 0 66.0 217 7 2.90
## 2700 2013 0 65.4 228 7 2.93
## 2701 2012 0 65.6 22 7 2.75
## 2702 2011 0 65.6 217 7 2.55
## 2703 2010 0 65.8 211 7 2.48
## 2704 2009 0 65.6 215 6 2.35
## 2705 2008 0 64.5 235 6 2.40
## 2706 2007 0 64.1 241 6 2.58
## 2707 2006 0 63.7 245 6 2.71
## 2708 2005 0 63.3 248 6 2.85
## 2709 2004 0 63.5 238 6 2.86
## 2710 2003 0 63.4 231 7 2.88
## 2711 2002 0 63.3 229 7 2.33
## 2716 2014 0 61.5 38 68 0.01
## 2717 2013 0 67.0 325 71 0.01
## 2718 2012 0 60.0 339 73 0.01
## 2719 2011 0 59.3 347 76 10.22
## 2720 2010 0 58.4 362 79 10.03
## 2721 2009 0 57.5 378 82 9.63
## 2722 2008 0 56.3 41 84 9.79
## 2723 2007 0 55.5 41 88 9.65
## 2724 2006 0 54.9 41 93 9.81
## 2725 2005 0 53.2 446 99 10.09
## 2726 2004 0 51.3 485 104 9.89
## 2727 2003 0 51.0 53 109 10.16
## 2728 2002 0 48.8 523 112 10.42
## 2732 2014 0 78.0 23 4 8.06
## 2733 2013 0 71.0 198 4 8.44
## 2734 2012 0 77.0 25 5 8.44
## 2735 2011 0 75.0 24 5 8.48
## 2736 2010 0 69.8 212 5 8.39
## 2737 2009 0 69.2 231 5 8.71
## 2738 2008 0 67.7 273 5 9.46
## 2739 2007 0 67.5 277 5 8.86
## 2740 2006 0 67.7 267 5 7.99
## 2741 2005 0 67.0 278 5 7.31
## 2742 2004 0 67.4 267 5 6.79
## 2743 2003 0 67.6 256 6 5.92
## 2744 2002 0 67.6 256 6 4.89
## 2745 2001 0 67.7 253 6 4.31
## 2746 2000 0 67.5 257 6 4.49
## 2812 2014 0 76.8 117 0 6.03
## 2813 2013 0 76.8 117 0 5.82
## 2814 2012 0 76.5 118 0 5.77
## 2815 2011 0 77.0 111 0 5.97
## 2816 2010 0 76.3 118 0 6.21
## 2817 2009 0 76.6 118 0 6.67
## 2818 2008 0 76.4 119 1 6.76
## 2819 2007 0 75.4 124 1 6.67
## 2820 2006 0 76.2 117 1 6.58
## 2821 2005 0 75.7 123 1 6.35
## 2822 2004 0 75.4 122 1 5.66
## 2823 2003 0 75.4 121 1 5.11
## 2824 2002 0 75.4 124 1 5.86
## 2825 2001 0 75.2 123 1 6.48
## 2826 2000 0 75.1 131 1 6.65
## 2828 2014 0 69.2 184 16 0.01
## 2829 2013 0 69.1 185 17 0.01
## 2830 2012 0 68.8 184 18 0.01
## 2831 2011 0 68.5 183 19 2.83
## 2832 2010 0 68.3 183 20 2.73
## 2833 2009 0 68.0 183 21 2.56
## 2834 2008 0 67.9 184 22 2.36
## 2835 2007 0 67.8 184 22 2.15
## 2836 2006 0 67.6 185 23 1.96
## 2837 2005 0 67.3 192 24 1.78
## 2838 2004 0 67.8 183 24 1.59
## 2839 2003 0 67.2 183 25 1.54
## 2840 2002 0 67.1 186 27 1.47
## 2844 2014 0 71.7 134 0 0.01
## 2845 2013 0 71.6 135 0 0.01
## 2846 2012 0 71.4 138 0 0.01
## 2847 2011 0 71.2 141 0 0.85
## 2848 2010 0 71.0 145 0 0.91
## 2849 2009 0 78.0 149 0 0.83
## 2850 2008 0 75.0 153 0 1.18
## 2851 2007 0 73.0 157 0 1.01
## 2852 2006 0 71.0 161 0 1.00
## 2853 2005 0 69.9 165 0 0.88
## 2854 2004 0 69.6 169 0 0.85
## 2855 2003 0 69.4 173 0 1.20
## 2856 2002 0 69.3 176 0 1.24
## 2857 2001 0 69.1 179 0 0.91
## 2858 2000 0 69.0 18 0 1.21
## 2908 2014 0 61.1 314 28 0.01
## 2909 2013 0 63.0 328 29 2.41
## 2910 2012 0 59.2 349 29 2.59
## 2911 2011 0 58.2 366 29 2.57
## 2912 2010 0 58.0 363 30 2.47
## 2913 2009 0 57.4 368 30 2.30
## 2914 2008 0 55.7 45 31 2.12
## 2915 2007 0 52.6 487 32 2.08
## 2916 2006 0 58.0 526 33 2.25
## 2917 2005 0 49.3 554 34 2.33
## 2924 2014 0 59.2 371 23 6.50
## 2925 2013 0 58.0 399 25 6.39
## 2926 2012 0 56.6 429 26 6.09
## 2927 2011 0 54.9 464 28 6.00
## 2928 2010 0 52.4 527 29 5.21
## 2929 2009 0 50.0 587 30 4.64
## 2930 2008 0 48.2 632 30 3.56
## 2931 2007 0 46.6 67 29 3.88
## 2932 2006 0 45.4 7 28 4.57
## 2933 2005 0 44.6 717 28 4.14
## 2934 2004 0 44.3 723 27 4.36
## 2935 2003 0 44.5 715 26 4.06
## 2936 2002 0 44.8 73 25 4.43
## 2937 2001 0 45.3 686 25 1.72
## 2938 2000 0 46.0 665 24 1.68
## percentageexpenditure HepatitisB Measles BMI under.fivedeaths Polio
## 1 7.127962e+01 65 1154 19.1 83 6
## 2 7.352358e+01 62 492 18.6 86 58
## 3 7.321924e+01 64 430 18.1 89 62
## 4 7.818422e+01 67 2787 17.6 93 67
## 5 7.097109e+00 68 3013 17.2 97 68
## 6 7.967937e+01 66 1989 16.7 102 66
## 7 5.676222e+01 63 2861 16.2 106 63
## 8 2.587393e+01 64 1599 15.7 110 64
## 9 1.091016e+01 63 1141 15.2 113 63
## 10 1.717152e+01 64 1990 14.7 116 58
## 11 1.388648e+00 66 1296 14.2 118 58
## 12 1.529607e+01 67 466 13.8 120 5
## 13 1.108905e+01 65 798 13.4 122 41
## 14 1.688735e+01 64 2486 13.0 122 36
## 15 1.057473e+01 63 8762 12.6 122 35
## 16 1.042496e+01 62 6532 12.2 122 24
## 17 3.649752e+02 99 0 58.0 0 99
## 18 4.287491e+02 98 0 57.2 1 98
## 19 4.308770e+02 99 0 56.5 1 99
## 20 4.124434e+02 99 9 55.8 1 99
## 21 4.370621e+02 99 28 55.1 1 99
## 22 4.182276e+01 99 10 54.3 1 99
## 23 3.480560e+02 98 0 53.5 1 98
## 24 3.662207e+01 99 0 52.6 1 99
## 25 3.224655e+01 98 22 51.7 1 99
## 26 3.302154e+00 98 68 5.8 1 97
## 27 2.699312e+01 98 6 49.9 1 97
## 28 2.218428e+02 99 7 48.9 1 98
## 29 1.471929e+01 97 8 47.9 1 97
## 30 1.045169e+02 96 16 46.9 1 98
## 31 9.620557e+01 96 18 46.0 1 97
## 32 9.171154e+01 96 662 45.0 1 97
## 34 5.423732e+01 95 0 58.4 24 95
## 35 5.444507e+02 95 25 57.2 24 95
## 36 5.559261e+02 95 18 56.1 24 95
## 37 5.090020e+02 95 112 55.0 24 95
## 38 4.307176e+02 95 103 53.9 24 95
## 39 3.520636e+02 94 107 52.8 23 94
## 40 4.308717e+01 91 217 51.8 23 92
## 41 3.203239e+02 9 0 5.8 23 95
## 42 2.702402e+02 8 944 49.8 23 95
## 43 2.548923e+00 83 2302 48.9 22 88
## 44 2.203937e+02 81 3289 47.9 23 86
## 50 2.396561e+01 64 11699 22.7 101 68
## 51 3.595857e+01 77 8523 22.1 105 67
## 52 2.561225e+02 75 4458 21.5 110 75
## 53 2.398914e+02 72 1449 21.0 115 73
## 54 1.916537e+02 77 1190 2.4 121 81
## 55 2.129229e+02 61 2807 19.8 127 63
## 56 2.499102e+02 69 265 19.3 133 65
## 57 1.848213e+02 73 1014 18.8 138 75
## 82 8.473717e+02 94 1 62.2 9 92
## 83 1.001796e+03 94 0 61.6 10 99
## 84 1.133558e+03 91 2 61.0 10 99
## 85 1.504329e+03 91 3 6.4 10 93
## 86 1.876110e+02 94 17 59.8 11 95
## 87 1.398043e+03 94 3 59.2 11 97
## 88 1.413735e+03 9 0 58.6 11 94
## 89 1.105659e+03 85 0 58.0 12 92
## 90 9.611775e+02 84 0 57.5 12 92
## 91 9.616653e+01 88 0 56.9 12 95
## 92 7.193664e+02 81 0 56.3 12 91
## 93 5.758467e+01 73 0 55.7 13 95
## 94 4.701869e+02 66 0 55.1 13 94
## 98 2.956087e+02 93 13 54.1 1 95
## 99 2.794291e+02 95 10 53.3 1 96
## 100 2.741527e+02 95 0 52.6 1 96
## 101 2.609964e+02 95 0 51.9 1 96
## 102 2.243212e+02 94 2 51.2 1 96
## 103 2.011855e+02 93 0 5.7 1 94
## 104 2.888898e+00 89 0 5.1 1 91
## 105 4.457220e+01 85 1 49.7 1 9
## 106 2.445353e+02 78 137 49.2 1 87
## 107 2.021823e+01 91 2281 48.8 1 92
## 108 9.774088e+01 91 1783 48.4 1 93
## 109 7.341493e+00 93 4 48.1 1 96
## 110 5.717810e+01 91 40 47.8 1 96
## 111 5.319373e+01 69 69 47.4 1 97
## 112 3.275627e+01 55 15 47.1 1 96
## 114 1.076936e+04 91 340 66.1 1 92
## 115 1.173485e+04 91 158 65.5 1 91
## 116 1.171500e+04 91 199 65.0 1 92
## 117 1.098627e+04 92 190 64.4 1 92
## 118 8.875786e+03 92 70 63.9 1 92
## 119 7.172275e+03 94 104 63.4 1 92
## 120 8.547292e+03 94 65 62.9 1 92
## 121 8.725986e+02 94 11 62.5 2 92
## 122 6.187062e+03 95 0 62.0 2 92
## 123 5.791332e+02 95 10 61.5 2 92
## 124 5.885684e+02 95 70 6.9 1 92
## 125 3.829551e+03 95 91 6.3 1 92
## 126 4.638718e+01 95 32 59.6 2 92
## 127 3.064301e+03 94 141 59.0 2 91
## 130 8.350194e+03 98 117 57.1 0 98
## 131 9.058501e+01 95 0 56.6 0 95
## 132 7.878372e+03 92 36 56.1 0 92
## 133 8.272307e+03 89 68 55.7 0 89
## 134 7.423229e+03 86 52 55.2 0 86
## 135 8.053558e+03 83 49 54.7 0 83
## 136 8.329732e+03 83 448 54.2 0 83
## 137 7.453864e+03 85 20 53.7 0 85
## 138 6.992899e+01 83 23 53.2 0 83
## 139 5.992588e+03 86 9 52.7 0 86
## 140 5.316877e+03 83 15 52.2 0 83
## 141 5.044309e+02 83 90 51.7 0 84
## 142 3.979058e+03 81 0 51.2 0 82
## 143 3.582848e+03 44 0 5.6 0 83
## 144 3.557456e+03 33 0 5.1 0 71
## 146 3.061824e+02 94 0 51.5 6 97
## 147 2.756515e+02 93 164 5.6 6 96
## 148 2.856104e+02 88 0 49.7 6 92
## 149 2.631427e+02 84 0 48.8 6 91
## 150 2.465686e+02 8 0 48.0 6 85
## 151 2.248638e+01 74 0 47.3 6 84
## 152 2.062616e+02 68 5 46.6 6 85
## 153 1.760107e+02 62 0 45.9 7 81
## 154 1.056337e+02 52 222 45.3 7 8
## 155 8.128883e+01 49 1238 44.7 7 79
## 156 8.596805e+00 5 827 44.2 8 78
## 157 4.241491e+01 51 1978 43.6 8 79
## 158 3.933254e+01 5 4353 43.1 9 8
## 194 1.044640e+01 97 289 17.7 121 97
## 195 5.282986e+01 96 237 17.0 130 96
## 196 5.925893e+01 94 1986 16.4 139 94
## 197 6.234988e+01 96 5625 15.8 150 96
## 198 6.265945e+01 94 788 15.2 161 94
## 199 5.326400e+01 97 718 14.6 173 97
## 200 4.248865e+01 96 2660 14.0 186 96
## 201 4.636537e+01 95 2924 13.5 201 96
## 202 4.233045e+01 86 6192 13.0 215 95
## 203 3.805462e+01 45 25934 12.5 231 94
## 204 4.114697e+00 11 9743 12.0 247 88
## 205 3.548459e+01 5 4067 11.6 264 9
## 226 1.147111e+03 97 64 61.7 0 97
## 227 1.109855e+03 98 16 61.1 1 98
## 228 9.170962e+01 97 10 6.5 1 98
## 229 8.469113e+02 98 50 59.9 1 98
## 230 8.494095e+00 96 1 59.3 1 99
## 231 4.347985e+02 98 0 58.7 1 98
## 232 5.018056e+02 98 0 58.2 1 98
## 233 4.640775e+02 91 1 57.7 1 9
## 234 3.644261e+02 98 149 57.2 1 97
## 235 4.565008e+01 99 1 56.7 1 98
## 236 4.233444e+01 99 2 56.2 1 99
## 237 2.383579e+01 56 21 55.8 1 53
## 238 1.454234e+02 99 14 55.3 1 99
## 239 1.406142e+01 93 45 54.9 1 99
## 240 2.424948e+01 7 21 54.4 1 99
## 242 7.163349e+03 98 70 63.4 1 99
## 243 7.023594e+02 98 39 63.0 1 99
## 244 6.644739e+02 98 109 62.6 1 99
## 245 7.135297e+02 97 576 62.3 1 98
## 246 6.657356e+02 97 40 61.9 1 98
## 247 6.719377e+02 97 33 61.6 1 98
## 248 7.191052e+03 98 98 61.3 1 99
## 249 6.403561e+02 94 64 6.9 1 99
## 250 5.579199e+03 94 15 6.6 1 99
## 251 5.068214e+03 77 26 6.2 1 97
## 252 5.160508e+03 64 61 59.8 1 96
## 253 5.073062e+02 64 44 59.4 1 96
## 254 3.203178e+02 6 0 59.0 1 96
## 255 2.943375e+03 6 83 58.5 1 96
## 256 2.872085e+02 6 0 58.1 1 96
## 258 6.700921e+02 95 0 5.1 0 95
## 259 6.292019e+02 95 0 49.3 0 95
## 260 5.828027e+02 98 0 48.5 0 98
## 261 6.056287e+02 95 0 47.8 0 95
## 262 5.699527e+02 96 0 47.0 0 96
## 263 5.498096e+02 97 0 46.3 0 98
## 264 5.125232e+01 94 0 45.7 0 94
## 265 6.963051e+01 96 0 45.0 0 97
## 266 3.873325e+02 98 0 44.4 0 98
## 267 3.657999e+02 96 0 43.8 0 96
## 268 3.256807e+02 97 0 43.2 0 97
## 269 3.127996e+02 96 0 42.6 0 95
## 270 2.628299e+02 97 0 42.0 0 93
## 271 2.516587e+02 96 0 41.4 0 96
## 272 2.190240e+02 76 0 4.8 0 91
## 274 9.012207e+01 78 786 25.2 39 74
## 275 8.740804e+01 77 637 24.6 39 73
## 276 9.804075e+00 8 288 24.1 39 8
## 277 1.102634e+02 75 426 23.5 39 77
## 278 9.425738e+01 76 392 23.0 39 77
## 279 7.101399e+01 79 1461 22.5 39 8
## 280 7.615430e+00 75 928 22.0 39 77
## 281 7.492818e+00 82 341 21.5 39 82
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## 1732 5.643139e+01 93 925 38.5 3 94
## 1734 7.260292e+02 87 0 61.3 0 91
## 1735 7.071447e+02 9 0 6.7 0 94
## 1736 6.481332e+02 9 0 6.2 0 94
## 1737 6.667374e+02 91 5 59.7 0 95
## 1738 6.354849e+02 9 5 59.1 0 93
## 1739 4.896819e+02 87 0 58.5 0 91
## 1740 7.091311e+02 93 0 57.8 0 95
## 1741 6.785189e+02 9 0 57.2 0 92
## 1742 5.957307e+02 9 0 56.5 0 9
## 1750 1.987343e+02 99 10 57.5 21 99
## 1751 1.798599e+02 99 92 56.5 21 99
## 1752 1.915854e+01 99 668 55.5 22 99
## 1753 2.209455e+01 98 982 54.6 22 98
## 1754 1.836592e+02 98 633 53.6 23 99
## 1755 1.882903e+02 98 834 52.7 23 99
## 1756 1.713659e+02 97 1455 51.7 24 99
## 1757 1.576431e+02 95 2248 5.8 25 95
## 1758 1.277632e+02 95 1217 49.9 25 97
## 1759 9.469371e+00 96 0 49.1 26 98
## 1760 1.003638e+02 95 6399 48.2 27 97
## 1761 8.816506e+01 9 10841 47.3 28 91
## 1762 6.672934e+01 92 6000 46.5 29 94
## 1763 7.111645e+01 84 2724 45.7 30 93
## 1764 6.342140e+01 43 7368 44.8 32 95
## 1766 5.491159e+01 79 9 22.2 84 79
## 1767 5.813338e+00 78 8 21.8 87 78
## 1768 4.990987e+01 76 145 21.3 90 73
## 1769 4.080618e+01 76 177 2.9 94 73
## 1770 5.743394e+00 74 2321 2.5 98 73
## 1771 3.975217e+01 74 60 2.1 101 74
## 1772 7.969158e-01 75 4 19.7 104 74
## 1773 5.395028e+01 75 267 19.3 108 75
## 1774 5.859644e+01 75 183 18.9 113 73
## 1775 6.733379e+01 75 12598 18.5 117 71
## 1776 4.658196e+01 76 9396 18.1 120 69
## 1777 4.252690e+01 76 28898 17.7 124 67
## 1778 4.082597e+01 76 7155 17.3 127 76
## 1779 3.782512e+01 25 7085 16.9 132 72
## 1782 4.533789e+01 88 122 22.9 52 88
## 1783 3.833793e+01 75 1010 22.1 55 76
## 1784 3.842791e+01 58 2175 21.3 58 87
## 1785 2.123699e+01 4 2046 2.5 61 9
## 1786 1.748294e+01 92 190 19.8 65 9
## 1787 1.105248e+01 91 329 19.1 69 9
## 1788 9.530480e+00 85 333 18.3 96 85
## 1789 5.305728e-01 85 1088 17.6 78 84
## 1790 4.632776e+00 75 760 17.0 83 82
## 1791 2.793843e+00 62 314 16.4 87 86
## 1792 4.154516e+00 39 1329 15.7 90 92
## 1793 3.824212e+00 8 830 15.2 93 86
## 1798 7.513983e+02 88 477 34.9 3 88
## 1799 7.606551e+02 89 1028 34.1 3 89
## 1800 7.968734e+02 84 86 33.3 4 84
## 1801 7.896235e+00 82 79 32.5 4 85
## 1802 7.195535e+02 83 3138 31.8 4 83
## 1815 8.523486e+00 92 1279 18.5 22 92
## 1816 8.015505e+01 92 1861 18.0 24 92
## 1817 8.058788e+01 9 3362 17.4 25 9
## 1818 1.121229e+02 92 2359 16.9 27 92
## 1819 8.462303e+01 82 190 16.4 30 83
## 1820 6.193570e+00 89 189 15.9 32 93
## 1821 7.027113e+01 82 2089 15.4 35 82
## 1822 5.222907e+01 82 1415 14.9 38 82
## 1823 4.587990e+01 69 2838 14.4 41 91
## 1824 4.259753e+00 41 5023 13.9 44 78
## 1825 3.193187e+01 27 12074 13.4 47 8
## 1826 2.790965e+00 2 13344 12.9 50 76
## 1831 1.491704e+03 92 140 61.6 1 96
## 1832 1.475030e+03 51 2632 61.0 1 97
## 1833 1.162657e+03 2 10 6.5 1 97
## 1834 1.047370e+03 2 51 59.9 1 97
## 1863 4.731238e+02 98 0 53.2 3 99
## 1864 3.664842e+02 98 0 52.4 3 99
## 1865 3.348174e+02 98 0 51.7 3 99
## 1866 3.216133e+02 98 0 5.9 3 99
## 1867 3.027045e+02 98 0 5.2 3 99
## 1868 2.927531e+02 98 0 49.4 3 99
## 1869 2.750644e+02 97 0 48.6 3 97
## 1870 2.530008e+02 93 0 47.9 4 93
## 1871 2.141124e+01 88 0 47.1 4 88
## 1872 2.185716e+02 86 0 46.4 4 87
## 1873 3.681621e+01 79 0 45.7 4 8
## 1874 2.542437e+00 86 0 44.9 5 86
## 1875 2.092344e+00 85 0 44.2 5 85
## 1876 2.235595e+01 87 0 43.5 5 89
## 1877 1.525519e+01 83 0 42.8 5 85
## 1879 3.304040e+00 68 1142 18.9 88 67
## 1880 3.150243e+01 67 1224 18.5 89 56
## 1881 2.975518e+01 71 272 18.1 90 71
## 1882 3.222493e+01 75 771 17.7 93 4
## 1883 5.883761e+00 7 372 17.3 95 75
## 1884 5.665405e+00 71 801 16.9 99 71
## 1895 2.632111e+02 49 6855 24.7 759 49
## 1896 1.942033e+02 46 52852 24.1 773 46
## 1897 2.047186e+02 42 6447 23.5 788 42
## 1898 1.875733e+02 46 18843 22.8 802 48
## 1899 1.331231e+02 49 8491 22.2 817 54
## 1900 1.456765e+01 63 1272 21.6 832 66
## 1901 1.055911e+02 41 9960 21.0 848 6
## 1902 1.044746e+02 42 2613 2.4 863 54
## 1903 1.035779e+01 27 704 19.9 879 46
## 1904 6.416253e+00 18 110927 19.3 893 45
## 1944 6.229361e+01 72 1370 24.7 442 72
## 1945 6.018649e+01 72 8749 23.9 450 72
## 1946 5.965900e+01 72 8046 23.2 456 72
## 1947 5.787736e+01 74 4386 22.5 459 75
## 1948 6.675150e-01 82 4321 21.9 461 82
## 1949 6.972156e-01 78 863 21.3 460 7
## 1950 5.447134e+00 65 1129 2.6 460 7
## 1951 3.912745e+00 75 2801 2.1 459 75
## 1952 4.036830e+01 78 7641 19.5 458 77
## 1953 3.059321e+01 7 2981 18.9 459 78
## 1954 2.898323e+01 65 4248 18.4 461 65
## 1955 2.423456e+01 63 4740 17.9 466 69
## 1961 1.842464e+03 8 0 57.1 1 8
## 1962 1.694467e+03 8 0 56.3 1 81
## 1963 2.017491e+02 85 0 55.6 1 87
## 1964 1.192124e+02 87 4 54.9 1 91
## 1965 1.199320e+03 94 0 54.2 2 95
## 1966 1.092155e+03 85 0 53.4 2 85
## 1967 9.568230e+02 86 0 52.7 2 86
## 1968 7.625080e+01 85 0 51.9 2 84
## 1969 6.311252e+02 88 0 51.1 2 98
## 1970 6.239101e+02 92 0 5.3 2 88
## 1971 5.276085e+02 95 0 49.5 2 92
## 1972 5.845976e+01 98 0 48.6 2 95
## 1973 7.880940e+01 98 0 47.8 2 99
## 1974 7.320514e+00 98 0 46.9 2 95
## 1977 2.082312e+02 67 2299 47.9 13 64
## 1978 2.570882e+01 73 12 47.2 13 8
## 1979 3.163577e+01 68 0 46.4 13 81
## 1980 2.340731e+01 66 0 45.7 13 69
## 1981 1.899962e+01 56 0 44.9 14 72
## 1982 2.053328e+01 66 0 44.2 14 79
## 1983 1.037278e+02 59 0 43.4 14 76
## 1984 8.571754e+01 61 0 42.7 14 72
## 1985 1.266142e+02 71 1 41.9 14 67
## 1986 1.205552e+01 63 1222 41.1 15 61
## 1987 1.580019e+02 6 1385 4.4 15 59
## 1988 1.243789e+02 67 3863 39.6 14 62
## 1989 1.109803e+02 6 17620 38.9 14 54
## 1990 9.337278e+01 59 4023 38.2 14 52
## 1991 6.256274e+01 57 7135 37.5 14 51
## 1993 5.617685e+02 87 0 49.4 3 83
## 1994 5.734347e+02 86 0 48.6 3 8
## 1995 4.418446e+02 87 0 47.9 3 83
## 1996 4.721933e+02 89 0 47.1 3 84
## 1997 3.599760e+02 89 0 46.4 3 85
## 1998 3.093520e+01 85 0 45.6 3 81
## 1999 3.473925e+01 87 0 44.9 4 85
## 2000 3.186202e+02 86 0 44.2 4 95
## 2001 2.618072e+01 92 0 43.5 4 98
## 2002 2.068037e+01 92 0 42.8 4 96
## 2003 2.060083e+01 9 0 42.0 4 92
## 2004 1.554233e+02 86 0 41.3 4 86
## 2009 9.737287e+02 88 0 54.9 10 78
## 2010 9.466521e+02 88 0 54.2 11 71
## 2011 8.859858e+02 95 0 53.6 11 94
## 2012 7.595381e+02 91 0 52.9 12 91
## 2013 6.943935e+01 93 0 52.2 12 92
## 2014 5.704532e+02 93 0 51.5 13 92
## 2015 5.849897e+01 93 1 5.8 14 93
## 2016 5.164037e+02 93 0 5.2 15 93
## 2017 4.487670e+02 94 0 49.5 15 94
## 2018 4.115646e+02 94 0 48.8 16 66
## 2019 3.569394e+02 92 0 48.1 18 81
## 2020 3.470334e+01 65 0 47.4 19 95
## 2025 3.127232e+01 67 58848 24.8 68 77
## 2026 2.458973e+01 89 2920 24.3 69 84
## 2027 2.127418e+02 88 1536 23.7 71 88
## 2028 1.914950e+02 87 6538 23.1 72 87
## 2029 1.982564e+02 77 6368 22.6 74 78
## 2030 1.595348e+02 85 1469 22.1 76 86
## 2031 1.554768e+02 88 341 21.6 78 91
## 2032 1.373275e+02 87 530 21.1 80 87
## 2033 1.213625e+02 77 9 2.6 82 88
## 2034 1.057307e+02 49 118 2.1 84 9
## 2035 1.339905e+01 48 3025 19.6 86 85
## 2036 9.011493e-01 52 10511 19.2 87 85
## 2037 9.987219e-02 42 7003 18.7 89 77
## 2038 6.902042e+01 45 7360 18.3 89 76
## 2039 1.169704e+01 7 7120 17.8 90 74
## 2041 2.438085e+02 96 0 61.1 2 94
## 2042 2.343533e+01 96 84 6.4 2 95
## 2043 2.300401e+02 97 71 59.7 2 95
## 2044 2.500774e+02 98 0 59.1 2 96
## 2045 2.204917e+02 98 13 58.4 2 96
## 2046 1.299160e+03 98 115 57.8 3 96
## 2047 1.571475e+01 98 0 57.2 3 96
## 2048 1.430425e+01 98 40 56.6 3 99
## 2049 9.145556e+00 98 120 56.0 3 99
## 2050 7.941503e+01 98 13 55.5 3 99
## 2051 6.480743e+02 98 11 55.0 3 99
## 2052 5.420235e+02 97 48 54.5 3 98
## 2053 5.160554e+02 98 34 54.0 3 98
## 2054 4.667383e+02 95 133 53.6 3 98
## 2055 4.124324e+02 99 77 53.1 4 98
## 2057 2.712546e+02 98 0 6.9 0 98
## 2058 2.698018e+03 98 1 6.2 0 98
## 2059 3.314570e+02 98 23 59.5 0 98
## 2060 3.108289e+03 97 2 58.8 0 97
## 2061 3.119350e+03 97 5 58.1 0 97
## 2062 3.371024e+02 96 3 57.3 0 96
## 2063 3.652869e+03 97 1 56.5 0 97
## 2064 3.333569e+02 97 0 55.7 0 96
## 2065 2.884020e+03 97 0 54.9 0 97
## 2066 2.813985e+03 94 7 54.1 1 93
## 2067 2.761000e+02 94 5 53.3 1 95
## 2068 2.283892e+03 94 8 52.5 1 96
## 2069 1.904002e+03 82 8 51.7 1 96
## 2070 1.657328e+03 7 0 5.9 1 96
## 2071 1.673280e+02 58 45 5.1 1 96
## 2121 1.576409e+00 94 59 59.9 2 94
## 2122 1.230748e+03 96 1159 59.2 2 88
## 2123 1.078358e+03 96 7450 58.4 2 92
## 2124 1.032589e+01 96 4189 57.7 2 89
## 2125 9.832518e+02 98 193 56.9 2 94
## 2126 1.496374e+01 95 8 56.3 3 95
## 2127 1.280806e+02 97 12 55.6 3 95
## 2128 9.191673e+02 99 353 55.0 3 96
## 2129 6.656428e+02 99 3196 54.4 4 97
## 2130 6.154031e+02 98 5043 53.9 4 97
## 2131 4.313250e+02 99 117 53.4 4 97
## 2132 3.751740e+02 98 9 52.9 4 97
## 2133 3.782275e+01 99 14 52.4 5 98
## 2134 1.801095e+02 98 10 51.9 5 99
## 2135 1.526369e+02 98 35 51.4 5 99
## 2137 1.340554e+03 97 4711 59.9 15 97
## 2138 1.529498e+03 97 2339 59.3 16 98
## 2139 1.788226e+02 97 2123 58.7 16 98
## 2140 1.847649e+02 97 629 58.1 17 97
## 2141 1.628088e+02 97 129 57.5 17 98
## 2142 1.370063e+02 98 101 57.0 18 98
## 2143 1.617302e+02 98 27 56.6 18 98
## 2144 1.102617e+01 98 173 56.1 19 98
## 2145 1.225184e+01 98 1147 55.7 20 98
## 2146 6.255082e+02 97 454 55.3 20 98
## 2147 4.651559e+01 96 2444 55.0 21 98
## 2148 3.332149e+02 94 3291 54.7 22 97
## 2149 2.665417e+02 81 580 54.5 24 97
## 2150 2.642527e+00 43 2072 54.2 25 97
## 2153 7.549797e+00 98 10 2.8 16 98
## 2154 1.171091e+01 98 17 2.1 17 98
## 2155 9.774676e+00 98 75 19.5 18 98
## 2156 9.074569e+00 97 31 18.9 20 93
## 2157 6.378724e+01 97 121 18.3 23 93
## 2158 9.165615e+00 97 5 17.7 25 93
## 2159 6.615404e-01 97 6 17.1 28 97
## 2160 7.409772e+00 97 26 16.5 30 98
## 2161 7.847020e+01 99 494 15.9 34 99
## 2162 3.944667e+01 95 129 15.4 38 95
## 2163 3.193566e+01 89 386 14.9 42 89
## 2164 3.330286e+01 96 1064 14.5 46 96
## 2165 1.965978e+00 88 2738 14.1 50 85
## 2202 6.602778e+02 56 0 74.3 0 58
## 2203 6.983523e+02 6 0 73.8 0 62
## 2204 4.920552e+02 64 1 73.4 0 62
## 2205 5.587206e+02 58 0 72.9 0 6
## 2206 4.347941e+02 57 8 72.5 0 57
## 2207 4.212368e+01 44 0 72.0 0 45
## 2208 4.735261e+01 12 0 71.4 0 54
## 2209 4.773638e+01 46 0 7.9 0 49
## 2210 4.022856e+01 35 0 7.3 0 37
## 2211 2.874671e+02 41 0 69.7 0 55
## 2212 3.106118e+02 54 0 68.9 0 26
## 2213 2.499717e+01 83 0 68.2 0 82
## 2214 2.081688e+02 86 0 67.4 0 85
## 2215 1.994118e+02 89 0 66.5 0 83
## 2216 2.125430e+01 89 0 65.6 0 94
## 2219 2.257308e+02 95 0 3.1 0 95
## 2220 2.006601e+02 97 0 29.3 0 97
## 2221 8.198048e+00 96 0 28.5 0 96
## 2222 7.495401e+00 96 0 27.7 0 96
## 2223 6.304033e+01 98 0 26.9 0 98
## 2224 1.113609e+01 98 0 26.2 0 99
## 2225 6.285659e+01 99 0 25.4 0 99
## 2226 4.993698e+01 87 0 24.7 0 98
## 2227 4.708931e+01 75 0 24.0 0 97
## 2228 1.081391e+01 96 0 23.4 0 97
## 2229 9.013494e+00 7 0 22.8 0 99
## 2230 8.642744e+01 43 0 22.2 0 94
## 2251 1.280529e+01 89 32 23.8 27 85
## 2252 1.183853e+01 92 17 23.2 28 89
## 2253 1.020659e+01 91 46 22.7 29 83
## 2254 1.431052e+00 92 18 22.2 31 89
## 2255 1.020072e+00 89 428 21.7 32 76
## 2256 1.177478e+00 86 999 21.2 33 83
## 2257 1.088331e+00 88 6 2.8 34 87
## 2258 8.309153e+00 94 11 2.3 36 93
## 2259 1.043023e+01 89 3 19.9 38 89
## 2260 9.603725e+01 84 0 19.5 40 84
## 2261 6.602236e+01 54 31 19.1 42 87
## 2267 8.617208e+00 92 37 59.4 1 93
## 2268 8.806403e+02 91 1 58.9 1 97
## 2269 7.425110e+02 97 0 58.3 1 93
## 2270 9.153191e+02 94 370 57.7 1 94
## 2271 7.744397e+02 89 20 57.0 1 91
## 2272 8.208109e+02 93 1 56.4 1 97
## 2273 9.633238e+01 93 2 55.8 1 95
## 2274 7.728700e+02 99 201 55.1 1 93
## 2275 5.418243e+02 93 2 54.5 1 97
## 2276 5.031116e+02 65 2 53.9 1 98
## 2277 4.627077e+02 89 11 53.3 1 96
## 2283 1.511046e+02 99 0 36.2 0 99
## 2284 1.521673e+03 99 0 35.5 0 98
## 2285 1.772634e+02 99 0 34.8 0 98
## 2286 1.121476e+03 99 0 34.2 0 99
## 2287 1.649232e+01 99 0 33.5 0 99
## 2288 7.522566e+01 99 0 32.4 0 99
## 2289 7.018526e+02 99 0 31.8 0 99
## 2290 9.164742e+02 99 1 31.2 0 99
## 2291 1.023739e+02 99 10 3.7 0 99
## 2292 2.146531e+01 99 0 3.1 0 99
## 2293 1.294325e+01 99 0 29.2 0 99
## 2294 8.431187e+02 99 0 28.7 0 99
## 2295 5.623602e+02 99 0 28.1 0 99
## 2296 6.437036e+02 96 0 27.6 0 96
## 2297 6.017608e+02 98 0 27.1 0 98
## 2299 1.443286e+00 83 1006 23.8 32 83
## 2300 1.321464e+00 92 15 23.3 33 92
## 2301 5.456034e+01 91 678 22.7 35 91
## 2302 5.466592e+01 89 1865 22.2 38 88
## 2303 5.347718e+00 86 1089 21.7 40 84
## 2304 4.983713e+01 84 31 21.2 42 81
## 2305 5.379606e+00 77 44 2.7 44 75
## 2306 4.557109e+01 63 0 2.2 45 63
## 2363 3.718439e+00 88 0 49.7 0 94
## 2364 2.473329e+01 94 0 48.9 0 99
## 2365 2.479492e+02 99 0 48.1 0 99
## 2366 2.296687e+02 99 0 47.2 0 99
## 2367 2.952080e+01 9 0 46.4 0 94
## 2368 2.443976e+02 92 0 45.5 0 98
## 2369 1.974929e+01 89 0 44.7 0 94
## 2370 2.890135e+01 9 0 43.8 0 93
## 2371 2.404851e+02 99 0 43.0 0 99
## 2372 2.531156e+01 83 0 42.1 0 9
## 2373 1.955259e+02 81 0 41.3 0 89
## 2374 1.683171e+01 79 0 4.4 0 84
## 2375 1.562848e+02 75 0 39.6 0 78
## 2376 3.251115e+02 83 0 38.7 0 88
## 2377 4.249261e+00 81 0 37.9 0 88
## 2395 9.220507e+02 8 66 5.3 52 77
## 2396 9.785905e+02 7 25 49.5 54 73
## 2397 1.089955e+03 68 32 48.7 56 65
## 2398 1.237533e+02 76 92 47.9 58 69
## 2399 1.038886e+03 71 12499 47.2 62 72
## 2400 7.825987e+02 74 5857 46.4 70 75
## 2401 7.800336e+02 76 39 45.7 75 77
## 2402 8.054901e+02 83 31 45.0 79 79
## 2403 7.321255e+02 83 81 44.3 82 79
## 2404 7.093171e+02 79 615 43.6 84 75
## 2405 6.220438e+02 76 830 42.9 83 73
## 2406 5.191564e+02 71 244 42.2 82 7
## 2407 3.465316e+02 72 1043 41.6 79 7
## 2408 3.652586e+02 72 1166 4.9 76 71
## 2409 4.596381e+01 73 1459 4.1 73 71
## 2427 4.298848e+01 96 154 66.0 1 97
## 2428 4.236805e+02 95 131 65.4 2 96
## 2429 4.255782e+03 96 1204 64.8 2 97
## 2430 4.873819e+03 97 3802 64.1 2 97
## 2431 5.787417e+02 97 302 63.5 2 97
## 2432 5.047254e+03 96 41 62.9 2 96
## 2433 5.596535e+03 97 297 62.3 2 97
## 2434 5.109327e+02 96 267 61.7 2 96
## 2435 4.460390e+03 97 362 61.1 2 98
## 2436 4.054476e+02 96 22 6.5 2 96
## 2437 3.715370e+03 97 26 59.9 2 97
## 2438 3.205020e+03 81 256 59.3 2 99
## 2439 2.283543e+02 82 67 58.8 2 98
## 2440 2.044170e+03 83 0 58.2 2 95
## 2441 1.934398e+03 77 152 57.6 2 95
## 2443 4.273083e+01 99 1686 22.7 3 99
## 2444 4.162054e+01 99 2107 21.9 3 99
## 2445 2.076877e+01 99 51 21.2 4 99
## 2446 2.083302e+01 99 60 2.5 4 99
## 2447 1.917268e+02 99 79 19.8 4 99
## 2448 1.339092e+01 97 21 19.2 4 97
## 2449 1.781424e+01 98 33 18.5 4 98
## 2450 1.276378e+02 98 44 17.9 5 98
## 2451 1.202472e+02 98 0 17.2 5 98
## 2452 9.776637e+01 99 3 16.6 5 99
## 2453 1.535342e+01 62 35 16.1 10 97
## 2454 7.242809e+01 32 65 15.6 5 98
## 2475 1.132433e+03 85 0 57.7 0 85
## 2476 1.122973e+03 86 0 57.0 0 86
## 2477 1.168324e+03 84 0 56.3 0 84
## 2478 9.891264e+02 86 0 55.5 0 86
## 2479 9.908095e+01 86 0 54.8 0 96
## 2480 8.850740e+02 87 0 54.1 0 85
## 2481 8.154356e+02 84 0 53.3 0 85
## 2482 6.850299e+02 84 0 52.6 0 84
## 2483 7.280017e+01 84 0 51.8 0 84
## 2484 4.189207e+02 83 0 51.1 0 84
## 2491 5.743895e+02 98 0 31.8 3 98
## 2492 7.089557e+02 98 0 31.2 3 98
## 2493 7.202334e+02 95 0 3.7 3 92
## 2494 7.357091e+02 91 0 3.2 3 85
## 2495 5.693671e+01 89 313 29.7 4 89
## 2496 4.761645e+01 88 26 29.3 4 89
## 2497 4.130063e+02 9 1 28.9 4 89
## 2498 4.336650e+01 92 0 28.5 4 88
## 2499 4.370802e+02 93 0 28.2 4 88
## 2500 3.721651e+02 95 0 27.8 4 88
## 2501 3.743858e+01 93 0 27.4 4 88
## 2502 2.819124e+00 9 350 27.1 4 87
## 2503 1.310421e+02 88 37 26.7 4 87
## 2504 1.436197e+02 86 49 26.3 4 87
## 2505 2.521683e+01 83 10 25.9 4 87
## 2507 1.142212e+03 67 26 59.0 0 98
## 2508 1.212666e+03 67 51 58.5 0 98
## 2509 1.094702e+04 53 30 58.1 0 98
## 2510 1.147767e+04 42 26 57.7 0 98
## 2546 1.798136e+01 83 403 49.4 9 83
## 2547 1.226523e+02 83 517 48.5 10 83
## 2548 1.162586e+02 83 375 47.6 10 83
## 2549 1.021130e+01 82 189 46.8 10 84
## 2550 9.475639e+01 81 801 46.0 11 85
## 2551 9.170357e+01 8 538 45.3 11 86
## 2552 9.350075e+01 8 290 44.6 11 83
## 2553 8.172747e+01 79 146 43.9 12 86
## 2555 7.829009e+00 97 0 39.9 11 94
## 2556 1.041916e+00 96 1 39.0 11 97
## 2557 7.150892e+01 94 16 38.2 12 96
## 2558 5.199192e+01 96 1 37.4 12 97
## 2559 4.334100e+01 93 0 36.6 12 95
## 2560 3.571614e+01 93 0 35.9 12 93
## 2561 4.153363e+00 86 0 35.3 12 87
## 2562 2.272405e+00 84 2 34.7 12 85
## 2563 2.626235e+00 88 3 34.1 12 76
## 2564 1.983672e+01 81 0 33.5 12 79
## 2565 2.093722e+00 81 4 33.0 13 82
## 2566 1.325724e+01 58 2144 32.5 14 82
## 2567 1.068147e+01 39 927 32.1 15 84
## 2571 7.890773e+02 99 0 32.4 10 99
## 2572 7.886873e+02 99 2641 31.3 10 99
## 2573 8.010505e+02 98 5197 3.1 11 99
## 2574 7.484451e+02 98 3156 29.0 11 99
## 2575 7.168509e+01 98 2583 27.9 12 99
## 2576 5.472101e+02 98 6071 26.8 12 99
## 2577 6.099512e+02 98 7790 25.7 13 99
## 2578 5.207639e+02 96 3893 24.6 14 98
## 2579 4.339211e+02 96 3588 23.6 15 98
## 2580 3.211953e+02 96 3526 22.6 15 98
## 2581 3.013598e+02 96 4165 21.7 16 98
## 2582 2.828365e+02 96 4519 2.9 18 98
## 2583 2.763810e+01 95 10315 2.2 19 97
## 2584 1.760625e+02 95 7319 19.4 20 97
## 2585 2.756483e-01 95 4074 18.7 21 97
## 2603 2.814579e+01 77 47 17.0 2 76
## 2604 3.379875e+00 82 4 16.6 2 82
## 2605 3.017999e+01 83 16 16.2 2 83
## 2606 2.726571e+00 67 763 15.8 3 66
## 2607 3.858377e+01 72 50 15.5 3 72
## 2608 3.619949e+01 72 10 15.1 3 78
## 2609 3.669199e+01 79 0 14.7 3 79
## 2619 4.877350e+00 87 577 23.7 20 85
## 2620 4.873047e+01 84 564 23.1 20 84
## 2621 4.160028e+01 84 238 22.6 21 84
## 2622 3.908259e+01 85 187 22.0 21 85
## 2623 4.196145e+01 83 120 21.4 21 83
## 2624 7.709551e+01 78 425 2.9 22 78
## 2625 6.935925e+01 24 187 2.4 22 8
## 2635 5.659672e+02 8 0 74.8 0 82
## 2636 5.849450e+02 82 0 74.3 0 84
## 2637 6.380295e+01 77 0 73.8 0 79
## 2638 7.033981e+00 82 0 73.3 0 84
## 2639 4.718308e+02 82 0 72.7 0 84
## 2640 4.783806e+00 84 0 72.1 0 86
## 2641 5.696255e+02 84 0 71.5 0 88
## 2642 5.688693e+02 87 0 7.8 0 88
## 2643 5.035882e+02 89 0 7.1 0 89
## 2644 6.899440e+02 89 0 69.4 0 9
## 2645 4.232954e+02 9 0 68.6 0 91
## 2646 4.585106e+01 85 0 67.8 0 91
## 2647 3.108203e+02 88 0 67.0 0 85
## 2648 3.301007e+02 91 4 66.2 0 91
## 2649 4.049129e+01 93 0 65.5 0 91
## 2651 1.578872e+03 92 0 46.0 0 94
## 2652 1.672658e+02 92 0 45.0 0 94
## 2653 1.486236e+03 92 0 44.0 0 91
## 2654 1.449851e+02 9 0 43.0 0 91
## 2655 1.389773e+03 9 0 42.0 0 91
## 2656 1.280896e+02 9 0 41.1 0 9
## 2657 1.902693e+03 9 0 4.2 0 91
## 2658 1.368837e+02 89 0 39.3 0 9
## 2659 1.033711e+02 89 0 38.4 0 89
## 2660 1.187949e+03 95 0 37.6 0 95
## 2661 1.185100e+01 94 0 36.8 0 94
## 2662 7.872216e+01 76 0 36.0 1 91
## 2663 7.203912e+01 5 0 35.2 1 96
## 2667 6.048701e+02 98 15 6.2 3 98
## 2668 5.946453e+02 98 16 59.3 3 98
## 2669 5.858777e+02 97 48 58.3 3 97
## 2670 6.232120e+02 98 11 57.4 3 98
## 2671 6.485617e+01 98 1 56.5 3 98
## 2672 5.856308e+02 99 1 55.6 3 99
## 2673 5.308452e+01 99 2 54.7 3 99
## 2674 4.696283e+02 98 4 53.9 4 98
## 2675 4.201154e+02 99 3 53.1 4 99
## 2676 3.795140e+02 97 15 52.2 4 98
## 2677 3.797659e+02 96 1 51.4 4 97
## 2678 3.217694e+02 92 22 5.6 4 95
## 2679 2.628185e+02 93 98 49.7 5 96
## 2680 2.572879e+02 94 231 48.9 5 98
## 2681 2.647842e+02 94 47 48.1 5 97
## 2683 1.819084e+02 96 565 65.3 19 96
## 2684 1.881440e+02 97 7405 64.5 20 98
## 2685 2.075120e+01 97 349 63.7 22 97
## 2686 1.275878e+03 96 111 62.8 23 97
## 2687 3.278236e+01 96 7 61.9 25 97
## 2688 1.069483e+02 94 4 61.1 27 96
## 2689 2.267272e+01 92 0 6.2 29 96
## 2690 1.155801e+02 96 3 59.3 31 96
## 2691 1.035238e+02 82 34 58.5 34 9
## 2692 8.329552e+02 85 6200 57.6 36 9
## 2693 1.132767e+00 77 8927 56.8 39 85
## 2694 4.591113e+02 68 5844 55.9 43 69
## 2695 3.555729e+01 72 7823 55.1 46 78
## 2696 2.564342e+02 77 30509 54.3 50 88
## 2697 4.212957e+02 71 16244 53.5 54 85
## 2699 6.911334e+02 97 0 47.7 8 98
## 2700 6.374811e+01 98 0 46.7 8 98
## 2701 5.794128e+02 98 0 45.9 8 98
## 2702 4.904181e+02 97 0 45.0 8 97
## 2703 3.853252e+02 96 0 44.2 8 96
## 2704 3.788466e+01 97 0 43.4 8 97
## 2705 3.423979e+01 96 0 42.7 8 96
## 2706 3.586514e-01 98 59 42.0 8 98
## 2707 2.927235e+01 98 48 41.3 8 98
## 2708 2.198886e+00 99 0 4.7 8 99
## 2709 1.861014e+02 96 1 4.0 8 98
## 2710 1.796156e+02 97 1 39.4 8 66
## 2711 1.303785e+02 96 11 38.7 8 99
## 2716 1.416770e+01 78 314 18.1 97 82
## 2717 9.076144e+01 78 7878 17.6 103 82
## 2718 9.288698e+01 78 2027 17.2 109 82
## 2719 9.449687e+01 82 3312 16.7 114 82
## 2720 1.162030e+02 8 1313 16.3 119 79
## 2721 8.704535e+01 79 1601 15.9 124 78
## 2722 7.285024e+01 71 1319 15.6 130 69
## 2723 6.002528e+00 73 3776 15.2 137 7
## 2724 5.083901e+01 64 5736 14.8 145 62
## 2725 4.452614e+01 64 22 14.5 155 59
## 2726 3.660609e+01 62 141 14.2 164 58
## 2727 4.426792e+00 44 29429 13.9 173 57
## 2728 2.690898e+00 29 49871 13.6 181 57
## 2732 5.663849e+00 22 0 6.7 5 45
## 2733 5.242530e+01 46 0 6.1 5 72
## 2734 4.537831e+02 46 12746 59.6 5 72
## 2735 4.151628e+02 21 1333 59.0 5 54
## 2736 3.756835e+02 48 39 58.5 6 57
## 2737 3.245491e+02 66 0 58.0 6 74
## 2738 4.564587e+02 84 48 57.6 6 91
## 2739 4.619685e+01 92 1005 57.2 6 98
## 2740 2.938173e+01 96 42724 56.8 6 99
## 2741 2.174345e+02 97 2392 56.4 6 95
## 2742 1.803538e+02 98 146 56.1 6 99
## 2743 2.122386e+01 77 411 55.7 6 99
## 2744 1.157390e+02 48 7587 55.4 7 99
## 2745 8.897421e+00 7 16970 55.1 7 99
## 2746 7.883791e+00 4 817 54.8 8 99
## 2812 4.636398e+02 95 0 63.4 0 95
## 2813 4.828039e+02 94 0 62.9 0 94
## 2814 3.397190e+02 95 0 62.3 0 95
## 2815 4.179117e+02 95 0 61.8 1 95
## 2816 2.331533e+03 95 0 61.2 1 95
## 2817 1.871737e+03 95 0 6.7 1 95
## 2818 2.473142e+01 94 0 6.1 1 94
## 2819 1.447306e+01 94 0 59.5 1 94
## 2820 1.712226e+03 95 0 58.9 1 95
## 2821 1.525448e+02 96 0 58.3 1 96
## 2822 8.823564e+02 94 0 57.7 1 95
## 2823 1.608400e+02 91 0 57.0 1 91
## 2824 2.746881e+01 95 0 56.3 1 93
## 2825 4.214804e+02 94 0 55.7 1 94
## 2826 6.459584e+02 92 0 55.0 1 92
## 2828 4.428024e-01 99 8 43.9 18 99
## 2829 1.916247e+01 99 0 43.0 19 99
## 2830 1.671406e+01 99 0 42.2 21 99
## 2831 1.406905e+02 99 476 41.4 22 99
## 2832 1.194571e+02 99 117 4.7 23 99
## 2833 9.281480e+01 98 0 4.0 24 99
## 2834 1.389021e+01 91 2 39.3 25 98
## 2835 9.290984e+00 99 863 38.7 26 98
## 2836 7.727092e+01 98 823 38.1 27 94
## 2837 4.013342e+01 99 737 37.5 28 99
## 2838 3.441887e+01 99 75 37.0 29 99
## 2839 2.852136e+01 99 85 36.4 30 99
## 2840 2.499439e+01 62 25 35.9 32 99
## 2844 5.648167e+02 64 10 52.5 0 65
## 2845 4.475456e+02 64 0 51.7 0 65
## 2846 4.279885e+02 64 0 5.8 0 65
## 2847 4.579732e+02 63 0 49.9 0 65
## 2848 4.718627e+02 62 0 49.1 0 66
## 2849 3.610941e+02 62 0 48.2 0 66
## 2850 3.453391e+02 61 0 47.4 0 66
## 2851 3.424909e+02 6 0 46.6 0 67
## 2852 4.319781e+01 59 0 45.7 0 67
## 2853 3.372943e+02 61 3 44.9 0 67
## 2854 3.341673e+02 63 0 44.1 0 67
## 2855 2.729839e+01 64 165 43.3 0 67
## 2856 1.711374e+02 66 101 42.6 0 67
## 2857 1.631053e+02 68 7 41.9 0 67
## 2858 2.190075e+01 7 9 41.1 0 67
## 2908 1.966676e+02 86 9 22.8 41 78
## 2909 2.062306e+01 79 35 22.3 42 74
## 2910 1.969152e+02 78 896 21.7 43 7
## 2911 1.830462e+02 81 13234 21.2 44 83
## 2912 1.843649e+02 83 15754 2.7 45 8
## 2913 1.438699e+02 94 26 2.2 47 93
## 2914 1.536784e+02 87 140 19.7 49 9
## 2915 1.085148e+01 8 535 19.2 51 77
## 2916 1.860004e+00 81 459 18.8 52 83
## 2917 1.218793e+02 82 45 18.4 55 84
## 2924 1.082260e+01 91 0 31.3 34 92
## 2925 1.066671e+01 95 0 3.8 36 95
## 2926 9.260234e+01 97 0 3.3 39 95
## 2927 6.375053e+01 94 0 29.9 42 93
## 2928 5.330858e+01 9 9696 29.4 44 89
## 2929 1.040021e+00 73 853 29.0 45 69
## 2930 2.084343e+01 75 0 28.6 46 75
## 2931 2.981457e+01 72 242 28.2 46 73
## 2932 3.426217e+01 68 212 27.9 45 71
## 2933 8.717409e+00 65 420 27.5 43 69
## 2934 0.000000e+00 68 31 27.1 42 67
## 2935 0.000000e+00 7 998 26.7 41 7
## 2936 0.000000e+00 73 304 26.3 40 73
## 2937 0.000000e+00 76 529 25.9 39 76
## 2938 0.000000e+00 79 1483 25.5 39 78
## Totalexpenditure Diphtheria HIV.AIDS GDP Population
## 1 8.16 65 0.1 5.842592e+02 3.373649e+07
## 2 8.18 62 0.1 6.126965e+02 3.275820e+05
## 3 8.13 64 0.1 6.317450e+02 3.173169e+07
## 4 8.52 67 0.1 6.699590e+02 3.696958e+06
## 5 7.87 68 0.1 6.353723e+01 2.978599e+06
## 6 9.20 66 0.1 5.533289e+02 2.883167e+06
## 7 9.42 63 0.1 4.458933e+02 2.843310e+05
## 8 8.33 64 0.1 3.733611e+02 2.729431e+06
## 9 6.73 63 0.1 3.698358e+02 2.661679e+07
## 10 7.43 58 0.1 2.725638e+02 2.589345e+06
## 11 8.70 58 0.1 2.529413e+01 2.577980e+05
## 12 8.79 5 0.1 2.191414e+02 2.411898e+07
## 13 8.82 41 0.1 1.987285e+02 2.364851e+06
## 14 7.76 36 0.1 1.878459e+02 2.197992e+07
## 15 7.80 33 0.1 1.174970e+02 2.966463e+06
## 16 8.20 24 0.1 1.145600e+02 2.937560e+05
## 17 6.00 99 0.1 3.954228e+03 2.887300e+04
## 18 5.88 98 0.1 4.575764e+03 2.889140e+05
## 19 5.66 99 0.1 4.414723e+03 2.895920e+05
## 20 5.59 99 0.1 4.247614e+03 2.941000e+03
## 21 5.71 99 0.1 4.437179e+03 2.951950e+05
## 22 5.34 99 0.1 4.943588e+02 2.913210e+05
## 23 5.79 98 0.1 4.114137e+03 2.927519e+06
## 24 5.87 99 0.1 4.375396e+02 2.947314e+06
## 25 6.10 98 0.1 3.631368e+02 2.971700e+04
## 26 5.86 97 0.1 3.512930e+01 2.992547e+06
## 27 6.12 98 0.1 2.791429e+02 3.114870e+05
## 28 6.38 97 0.1 2.416588e+03 3.269390e+05
## 29 6.27 97 0.1 1.896816e+02 3.396160e+05
## 30 6.30 98 0.1 1.453643e+03 3.511000e+03
## 31 6.00 97 0.1 1.326973e+03 3.617300e+04
## 32 6.26 97 0.1 1.175789e+03 3.892700e+04
## 34 7.21 95 0.1 5.478517e+02 3.911331e+07
## 35 7.12 95 0.1 5.471867e+03 3.833856e+07
## 36 6.14 95 0.1 5.564826e+03 3.756585e+07
## 37 5.29 95 0.1 5.432252e+03 3.681956e+07
## 38 5.12 95 0.1 4.463395e+03 3.611764e+07
## 39 5.36 95 0.1 3.868831e+03 3.546576e+06
## 40 4.20 93 0.1 4.952549e+02 3.486715e+06
## 41 3.82 95 0.1 3.935183e+03 3.437600e+04
## 42 3.36 95 0.1 3.464618e+03 3.377792e+07
## 43 3.24 88 0.1 3.112238e+01 3.328844e+07
## 44 3.54 86 0.1 2.598982e+03 3.283196e+06
## 50 3.31 64 2.0 4.793122e+02 2.692466e+06
## 51 4.26 77 2.3 4.846169e+02 2.599834e+06
## 52 3.30 75 2.6 4.598250e+03 2.596150e+05
## 53 3.38 71 2.5 4.299129e+03 2.421856e+07
## 54 3.39 77 2.5 3.529535e+03 2.336913e+07
## 55 4.37 6 2.5 3.347845e+03 2.254955e+07
## 56 3.84 69 2.6 3.868579e+03 2.175942e+06
## 57 3.38 73 2.6 2.878837e+03 2.997687e+06
## 82 4.79 94 0.1 1.224526e+04 4.298152e+07
## 83 4.99 94 0.1 1.297664e+04 4.253992e+07
## 84 5.20 91 0.1 1.296977e+04 4.296739e+06
## 85 5.89 91 0.1 1.272698e+04 4.165688e+07
## 86 6.55 94 0.1 1.276265e+03 4.122389e+07
## 87 7.63 94 0.1 8.161370e+03 4.799470e+05
## 88 6.66 93 0.1 8.953359e+03 4.382389e+06
## 89 6.49 91 0.1 7.193618e+03 3.997224e+06
## 90 6.68 91 0.1 5.878761e+03 3.955889e+06
## 91 6.85 98 0.1 5.768838e+02 3.914549e+07
## 92 6.84 98 0.1 4.251574e+03 3.872870e+07
## 93 8.22 96 0.1 3.334376e+02 3.839379e+06
## 94 8.31 93 0.1 2.579193e+03 3.788937e+06
## 98 4.48 93 0.1 3.994712e+03 2.962200e+04
## 99 4.55 95 0.1 3.843591e+03 2.893590e+05
## 100 4.48 95 0.1 3.684848e+03 2.881922e+06
## 101 3.71 95 0.1 3.526978e+03 2.875581e+06
## 102 4.56 94 0.1 3.218382e+03 2.877311e+06
## 103 4.55 93 0.1 2.993833e+03 2.888584e+06
## 104 3.80 89 0.1 4.126997e+01 2.982200e+04
## 105 4.31 88 0.1 3.138887e+03 2.933560e+05
## 106 4.58 87 0.1 2.158299e+03 2.958500e+04
## 107 5.25 9 0.1 1.643758e+03 2.981259e+06
## 108 5.50 91 0.1 1.191962e+03 3.612000e+03
## 109 5.56 94 0.1 9.316616e+01 3.178600e+04
## 110 5.40 94 0.1 7.832617e+02 3.338970e+05
## 111 5.94 94 0.1 6.944351e+02 3.565500e+04
## 112 6.25 93 0.1 6.227427e+02 3.695880e+05
## 114 9.42 92 0.1 6.221469e+04 2.346694e+06
## 115 9.36 91 0.1 6.779234e+04 2.311735e+07
## 116 9.36 92 0.1 6.767763e+04 2.272825e+07
## 117 9.20 92 0.1 6.224513e+04 2.234240e+05
## 118 9.20 92 0.1 5.187485e+04 2.231750e+05
## 119 9.50 92 0.1 4.274300e+04 2.169170e+05
## 120 8.78 92 0.1 4.966469e+04 2.124920e+05
## 121 8.53 92 0.1 4.991983e+03 2.827600e+04
## 122 8.49 92 0.1 3.611828e+04 2.697900e+04
## 123 8.45 92 0.1 3.416715e+03 2.394800e+04
## 124 8.57 92 0.1 3.472380e+03 2.127400e+04
## 125 8.32 93 0.1 2.346539e+04 1.989540e+05
## 126 8.39 92 0.1 2.818176e+02 1.965140e+05
## 127 8.18 92 0.1 1.951784e+04 1.941300e+04
## 130 11.21 98 0.1 5.132264e+04 8.541575e+06
## 131 11.14 95 0.1 5.547153e+02 8.479375e+06
## 132 11.17 92 0.1 4.833357e+04 8.429991e+06
## 133 1.94 89 0.1 5.112674e+04 8.391643e+06
## 134 11.17 86 0.1 4.665763e+04 8.363440e+05
## 135 11.19 83 0.1 4.765419e+04 8.343323e+06
## 136 1.60 83 0.1 5.138638e+04 8.321496e+06
## 137 1.40 85 0.1 4.658665e+04 8.295487e+06
## 138 1.35 83 0.1 4.439936e+02 8.268641e+06
## 139 1.53 86 0.1 3.824243e+04 8.227829e+06
## 140 1.56 83 0.1 3.669343e+04 8.171966e+06
## 141 1.48 84 0.1 3.212936e+03 8.121423e+06
## 142 1.27 83 0.1 2.635138e+04 8.819570e+05
## 143 1.12 84 0.1 2.448974e+04 8.422930e+05
## 144 1.60 81 0.1 2.451727e+04 8.115660e+05
## 146 6.40 94 0.1 7.891300e+03 9.535790e+05
## 147 5.54 93 0.1 7.875757e+03 9.416810e+05
## 148 5.37 89 0.1 7.496336e+03 9.295784e+06
## 149 5.10 87 0.1 7.189691e+03 9.173820e+05
## 150 5.33 81 0.1 5.842858e+03 9.543320e+05
## 151 5.85 81 0.1 4.952948e+02 8.947243e+06
## 152 4.37 81 0.1 5.574638e+03 8.763400e+04
## 153 5.10 79 0.1 3.851438e+03 8.581300e+04
## 154 6.17 78 0.1 2.473858e+03 8.484550e+05
## 155 7.86 75 0.1 1.578424e+03 8.391850e+05
## 156 7.92 77 0.1 1.452163e+02 8.365000e+03
## 157 6.56 77 0.1 8.836440e+02 8.234100e+04
## 158 4.47 76 0.1 7.637386e+02 8.171950e+05
## 194 2.82 97 0.1 1.845654e+02 1.594528e+07
## 195 2.88 96 0.1 9.518895e+02 1.575713e+08
## 196 3.80 94 0.1 8.563429e+02 1.557275e+07
## 197 3.16 96 0.1 8.357893e+02 1.539119e+08
## 198 3.60 94 0.1 7.576718e+02 1.521491e+07
## 199 2.91 97 0.1 6.811254e+02 1.545478e+06
## 200 2.85 96 0.1 6.157775e+02 1.488581e+07
## 201 2.80 94 0.1 5.416515e+02 1.471392e+08
## 202 2.80 94 0.1 4.945147e+02 1.453684e+06
## 203 2.68 93 0.1 4.841555e+02 1.434311e+07
## 204 2.62 99 0.1 4.675792e+01 1.413749e+07
## 205 2.51 87 0.1 4.327389e+02 1.391910e+05
## 226 5.69 97 0.1 8.318429e+03 9.474511e+06
## 227 6.70 98 0.1 7.978825e+03 9.465997e+06
## 228 5.10 98 0.1 6.942439e+02 9.464495e+06
## 229 4.92 98 0.1 6.519718e+03 9.473172e+06
## 230 5.55 98 0.1 6.338877e+01 9.495830e+05
## 231 6.90 96 0.1 5.176173e+03 9.567650e+05
## 232 5.95 97 0.1 6.376183e+03 9.527985e+06
## 233 6.44 95 0.1 4.735485e+03 9.569530e+05
## 234 6.34 99 0.1 3.848216e+03 9.649240e+05
## 235 6.89 99 0.1 3.126718e+03 9.663915e+06
## 236 6.59 99 0.1 2.378339e+03 9.731460e+05
## 237 6.59 5 0.1 1.819526e+03 9.796749e+06
## 238 6.47 99 0.1 1.479383e+03 9.865548e+06
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## 799 6.46 87 0.3 2.444690e+02 1.328961e+06
## 800 4.62 88 0.3 2.183967e+03 1.372600e+04
## 801 3.86 89 0.3 1.937416e+02 1.285276e+07
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## 821 6.95 92 0.2 3.895664e+03 6.257770e+05
## 822 6.70 92 0.3 3.827786e+03 6.221246e+06
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## 886 5.77 69 1.2 4.685672e+02 9.244418e+07
## 887 6.55 65 1.4 3.548464e+02 9.467560e+05
## 888 6.86 61 1.7 3.413999e+02 8.772670e+05
## 889 4.41 58 2.0 3.797566e+02 8.541625e+07
## 890 4.28 54 2.4 3.253826e+02 8.318489e+07
## 891 4.69 5 2.8 2.433268e+02 8.149000e+03
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## 902 4.16 99 0.1 4.546739e+03 8.735960e+05
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## 904 4.23 99 0.1 3.651967e+03 8.599500e+04
## 905 4.26 99 0.1 3.369482e+03 8.519670e+05
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## 914 3.87 9 0.1 2.761338e+02 8.112230e+05
## 932 11.54 98 0.1 4.295524e+04 6.633196e+07
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## 934 11.44 99 0.1 4.838244e+03 6.565979e+06
## 935 11.33 99 0.1 4.381288e+03 6.534278e+07
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## 938 1.57 98 0.1 4.541366e+04 6.437499e+06
## 939 1.45 98 0.1 4.165840e+02 6.416229e+06
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## 941 1.60 98 0.1 3.487973e+04 6.317936e+07
## 942 1.53 98 0.1 3.387474e+04 6.274897e+06
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## 944 1.22 97 0.1 2.427524e+04 6.185267e+06
## 945 9.89 97 0.1 2.252732e+04 6.135743e+07
## 946 9.77 97 0.1 2.246564e+04 6.912498e+06
## 948 3.44 7 2.8 9.692164e+03 1.875713e+06
## 949 3.98 79 3.7 9.679743e+03 1.817271e+06
## 950 3.13 82 4.9 9.774181e+03 1.756817e+06
## 951 3.12 75 6.0 1.716226e+03 1.697110e+05
## 952 3.41 67 7.0 8.754113e+03 1.642100e+04
## 953 3.43 76 8.0 7.636622e+02 1.586754e+06
## 954 2.54 82 8.9 1.942746e+02 1.536411e+06
## 955 2.86 81 10.0 8.352817e+03 1.489193e+06
## 956 2.88 45 10.7 7.277773e+02 1.444844e+06
## 957 2.76 45 10.9 6.741294e+03 1.431260e+05
## 980 7.42 91 0.1 4.429658e+03 3.727000e+03
## 981 7.25 93 0.1 4.274377e+03 3.776000e+03
## 982 8.57 92 0.1 4.142869e+03 3.825000e+03
## 983 9.38 94 0.1 3.725632e+03 3.875000e+03
## 984 1.50 92 0.1 2.964477e+03 3.926000e+03
## 985 1.19 88 0.1 2.765885e+02 3.978000e+03
## 986 8.99 92 0.1 3.174949e+03 4.300000e+01
## 987 8.17 98 0.1 2.492129e+03 4.820000e+02
## 988 8.39 88 0.1 1.872684e+03 4.136000e+03
## 989 8.60 82 0.1 1.535752e+02 4.190000e+02
## 990 8.53 78 0.1 1.273672e+02 4.245000e+03
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## 992 8.72 84 0.1 7.793846e+02 4.357000e+03
## 993 7.82 87 0.1 7.339741e+02 4.386400e+04
## 994 6.94 8 0.1 6.919977e+02 4.418300e+04
## 996 11.30 95 0.1 4.792653e+03 8.982500e+04
## 997 11.16 95 0.1 4.653911e+03 8.645650e+05
## 998 1.99 95 0.1 4.465249e+03 8.425823e+06
## 999 1.93 95 0.1 4.681328e+03 8.274983e+06
## 1000 11.25 95 0.1 4.178556e+04 8.177693e+06
## 1001 11.40 96 0.1 4.173277e+04 8.192370e+05
## 1002 1.39 96 0.1 4.569920e+04 8.211970e+05
## 1003 1.18 96 0.1 4.181482e+04 8.226637e+07
## 1004 1.34 96 0.1 3.644787e+04 8.237645e+07
## 1005 1.52 96 0.1 3.469663e+04 8.246942e+07
## 1006 1.37 96 0.1 3.416593e+04 8.251626e+06
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## 1009 1.15 93 0.1 2.368732e+04 8.234992e+07
## 1010 1.10 9 0.1 2.371875e+04 8.221158e+06
## 1012 3.56 98 0.8 1.432228e+03 2.696256e+07
## 1013 4.63 9 0.9 1.814492e+03 2.634625e+07
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## 1015 4.81 91 1.3 1.574979e+03 2.512180e+07
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## 1017 5.17 94 2.1 1.867654e+02 2.393831e+06
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## 1019 5.30 94 2.6 1.968672e+01 2.272120e+05
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## 1021 4.51 84 3.1 4.981724e+02 2.154290e+05
## 1022 3.96 8 3.2 4.231936e+02 2.986536e+06
## 1023 3.12 8 3.4 3.732816e+02 2.446782e+06
## 1024 3.70 78 3.5 3.948447e+01 1.992452e+07
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## 1079 4.73 63 2.0 4.592912e+02 1.135170e+05
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## 1118 5.73 91 1.9 1.455886e+02 7.516520e+05
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## 1333 7.23 98 0.1 3.992867e+03 8.413464e+06
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## 1352 4.42 99 0.1 9.764997e+01 1.632158e+07
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## 1354 3.65 99 0.1 8.513565e+03 1.567400e+04
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## 1362 4.16 97 0.1 1.229958e+03 1.488363e+07
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## 1368 3.97 9 4.3 9.673477e+02 4.135152e+06
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## 1370 3.90 88 6.4 9.168993e+02 3.914842e+07
## 1371 4.80 81 9.1 8.391811e+02 3.885990e+05
## 1372 4.24 8 10.3 6.976639e+02 3.752500e+04
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## 1374 4.29 73 13.2 4.588844e+02 3.574931e+06
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## 1376 4.54 84 15.7 3.958494e+02 3.321490e+05
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## 1383 1.42 99 0.1 1.692613e+03 1.465600e+04
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## 1386 12.23 82 0.1 1.413323e+03 9.844000e+03
## 1387 13.66 94 0.1 1.357632e+03 9.631100e+04
## 1388 1.93 86 0.1 1.151556e+03 9.426000e+03
## 1389 1.60 79 0.1 1.214557e+03 9.232500e+04
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## 1391 9.98 7 0.1 1.153865e+02 8.889500e+04
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## 1394 8.12 9 0.1 7.967938e+02 8.446000e+03
## 1444 5.88 92 0.1 1.572514e+04 1.993782e+06
## 1445 5.67 94 0.1 1.532229e+03 2.126470e+05
## 1446 5.91 91 0.1 1.382286e+04 2.343190e+05
## 1447 6.10 92 0.1 1.372689e+03 2.597900e+04
## 1448 6.55 92 0.1 1.132622e+04 2.975550e+05
## 1449 6.84 94 0.1 1.221937e+04 2.141669e+06
## 1450 6.63 94 0.1 1.634853e+04 2.177322e+06
## 1451 7.10 94 0.1 1.444159e+03 2.232500e+04
## 1452 6.80 96 0.1 9.667976e+03 2.218357e+06
## 1453 6.37 99 0.1 7.558743e+03 2.238799e+06
## 1454 6.51 99 0.1 6.351812e+03 2.263122e+06
## 1455 6.15 98 0.1 5.134957e+03 2.287955e+06
## 1456 6.29 97 0.1 4.132349e+03 2.311730e+05
## 1457 6.17 97 0.1 3.572851e+03 2.337170e+05
## 1458 6.00 96 0.1 3.352731e+03 2.367550e+05
## 1460 6.39 81 0.1 8.161461e+03 5.632790e+05
## 1461 6.63 81 0.1 8.462852e+02 5.276120e+05
## 1462 6.99 81 0.1 8.787947e+03 4.916440e+05
## 1463 7.12 81 0.1 8.734965e+03 4.588368e+06
## 1464 7.19 81 0.1 8.763826e+03 4.337141e+06
## 1465 7.42 81 0.1 8.426888e+01 4.183156e+06
## 1466 8.70 81 0.1 7.127758e+02 4.111470e+05
## 1467 8.90 8 0.1 6.142711e+02 4.864660e+05
## 1468 8.83 78 0.1 5.372659e+03 4.573500e+04
## 1469 8.42 77 0.1 5.339441e+03 3.986852e+06
## 1470 8.91 75 0.1 5.424224e+03 3.863267e+06
## 1471 9.30 74 0.1 5.425670e+03 3.714640e+05
## 1472 1.50 77 0.1 5.436595e+03 3.522837e+06
## 1473 1.90 8 0.1 5.253123e+03 3.359859e+06
## 1474 1.86 83 0.1 5.334933e+03 3.235366e+06
## 1476 1.62 93 9.4 1.174839e+03 2.145785e+06
## 1477 11.70 93 9.6 1.196133e+03 2.117361e+06
## 1478 11.14 95 9.0 1.281516e+03 2.899280e+05
## 1479 11.79 96 10.5 1.352384e+03 2.641660e+05
## 1480 1.87 93 13.4 1.173262e+03 2.455100e+04
## 1481 9.80 91 18.2 9.231369e+02 2.192900e+04
## 1482 8.85 88 27.3 9.344286e+02 1.999930e+05
## 1483 8.47 88 30.0 9.184327e+02 1.982287e+06
## 1484 7.12 89 34.1 9.157758e+02 1.965662e+06
## 1485 6.30 89 34.8 8.629463e+02 1.949543e+06
## 1486 6.96 9 34.6 7.815146e+02 1.933728e+06
## 1487 7.13 9 33.8 6.363628e+01 1.918970e+05
## 1492 1.40 5 0.9 4.584652e+02 4.397370e+05
## 1493 9.25 76 1.1 4.541222e+02 4.286291e+06
## 1494 1.19 8 1.2 4.153620e+02 4.181563e+06
## 1495 11.23 77 1.5 3.796896e+02 4.716700e+04
## 1496 11.87 7 1.8 3.274260e+02 3.948125e+06
## 1497 14.39 81 2.1 3.366749e+01 3.811528e+06
## 1498 11.83 75 2.4 2.326173e+02 3.662993e+06
## 1524 6.55 93 0.1 1.655497e+04 2.932367e+06
## 1525 6.59 93 0.1 1.571282e+04 2.957689e+06
## 1526 6.67 93 0.1 1.434184e+04 2.987773e+06
## 1527 6.86 92 0.1 1.435774e+04 3.281150e+05
## 1528 7.90 95 0.1 1.198487e+04 3.972820e+05
## 1529 7.53 98 0.1 1.183739e+04 3.162916e+06
## 1530 6.61 96 0.1 1.496157e+04 3.198231e+06
## 1531 6.22 95 0.1 1.229792e+04 3.231294e+06
## 1532 6.20 94 0.1 9.246425e+02 3.269990e+05
## 1533 5.83 94 0.1 7.863163e+03 3.322528e+06
## 1534 5.67 94 0.1 6.769670e+02 3.377750e+05
## 1535 6.46 94 0.1 5.555357e+02 3.415213e+06
## 1536 6.40 95 0.1 4.146988e+03 3.443670e+05
## 1537 6.26 95 0.1 3.531473e+02 3.478180e+05
## 1538 6.46 94 0.1 3.297355e+03 3.499536e+06
## 1540 6.94 99 0.1 1.191727e+05 5.563190e+05
## 1541 7.10 99 0.1 1.137519e+05 5.433600e+04
## 1542 7.18 99 0.1 1.674914e+04 5.394600e+04
## 1543 7.34 99 0.1 1.157616e+05 5.183470e+05
## 1544 7.68 99 0.1 1.496536e+04 5.695300e+04
## 1545 8.11 99 0.1 1.319867e+04 4.977830e+05
## 1546 7.34 99 0.1 1.142938e+05 4.886500e+04
## 1547 6.80 99 0.1 1.618493e+03 4.799930e+05
## 1548 7.75 99 0.1 8.973971e+04 4.726370e+05
## 1549 7.95 99 0.1 8.289696e+03 4.651580e+05
## 1550 8.20 99 0.1 7.571635e+04 4.589500e+04
## 1551 7.67 98 0.1 6.544589e+04 4.516300e+04
## 1552 8.27 99 0.1 5.293641e+03 4.461750e+05
## 1553 7.40 99 0.1 4.817943e+04 4.415250e+05
## 1554 7.48 99 0.1 4.873600e+04 4.363000e+03
## 1556 3.40 73 0.3 4.524632e+02 2.358981e+06
## 1557 4.15 74 0.4 4.617237e+02 2.296115e+07
## 1558 3.46 7 0.4 4.439611e+02 2.234657e+07
## 1559 4.24 73 0.4 4.549635e+02 2.174395e+07
## 1560 4.86 7 0.5 4.127393e+02 2.115164e+06
## 1561 4.70 77 0.5 4.156893e+02 2.569121e+06
## 1562 4.50 77 0.5 4.773325e+01 1.999647e+07
## 1563 4.98 84 0.6 3.778483e+02 1.943352e+07
## 1564 5.11 85 0.6 2.921574e+02 1.888268e+06
## 1565 5.30 85 0.6 2.748197e+02 1.833672e+07
## 1566 4.89 78 0.6 2.451236e+02 1.782997e+06
## 1567 4.81 66 0.7 3.167999e+02 1.727914e+07
## 1568 5.29 62 0.7 2.622859e+02 1.676512e+07
## 1572 11.38 91 5.1 3.547254e+02 1.768838e+06
## 1573 1.96 89 6.3 3.329223e+02 1.657715e+07
## 1574 12.60 96 8.3 3.745188e+02 1.697350e+05
## 1575 11.67 97 11.2 5.121255e+02 1.562762e+07
## 1576 1.50 93 13.7 4.588682e+02 1.516795e+06
## 1577 1.18 93 14.9 4.273797e+01 1.471462e+06
## 1578 1.70 91 16.9 3.728427e+02 1.427123e+07
## 1579 9.31 87 19.3 3.222273e+01 1.384969e+06
## 1580 8.99 99 21.1 2.976971e+02 1.342926e+07
## 1581 8.20 93 22.4 2.836738e+01 1.339711e+06
## 1582 7.82 89 23.4 2.742256e+02 1.267638e+06
## 1583 6.35 84 24.2 2.615252e+01 1.233669e+07
## 1584 4.82 64 24.7 2.997990e+01 1.213711e+06
## 1588 4.17 97 0.1 1.118396e+04 3.228170e+05
## 1589 4.20 97 0.1 1.882278e+03 2.976724e+06
## 1590 4.10 97 0.1 1.779496e+03 2.917456e+06
## 1591 3.89 96 0.1 1.451262e+02 2.863513e+07
## 1592 3.99 96 0.1 9.713570e+02 2.811229e+07
## 1593 3.97 97 0.1 7.326744e+03 2.765383e+06
## 1594 3.47 97 0.1 8.513630e+03 2.711169e+06
## 1595 3.61 97 0.1 7.269171e+03 2.662584e+07
## 1596 3.65 95 0.1 6.222983e+03 2.614357e+07
## 1597 3.29 96 0.1 5.593823e+03 2.565939e+07
## 1598 3.74 95 0.1 4.955478e+03 2.517419e+06
## 1599 3.95 96 0.1 4.463676e+03 2.468873e+06
## 1600 3.40 94 0.1 4.167364e+03 2.419881e+07
## 1601 3.40 96 0.1 3.915115e+03 2.369897e+06
## 1602 3.40 98 0.1 4.451747e+02 2.318568e+06
## 1604 13.73 99 0.1 7.716242e+03 4.100000e+01
## 1605 11.16 99 0.1 7.112336e+03 3.930000e+02
## 1606 9.16 99 0.1 6.541747e+03 3.850000e+02
## 1607 8.11 96 0.1 6.497554e+03 3.770000e+02
## 1608 7.93 96 0.1 6.337950e+02 3.670000e+02
## 1609 9.22 98 0.1 5.971659e+02 3.600000e+01
## 1610 9.30 98 0.1 5.828621e+03 3.620000e+02
## 1611 6.64 98 0.1 5.286228e+01 3.490000e+02
## 1612 7.37 98 0.1 4.428523e+03 3.330000e+02
## 1613 9.52 98 0.1 3.488494e+03 3.210000e+02
## 1614 5.89 96 0.1 3.853333e+03 3.120000e+02
## 1615 5.90 98 0.1 3.432248e+03 3.400000e+01
## 1616 5.78 98 0.1 3.237239e+01 2.970000e+02
## 1617 5.84 98 0.1 2.986760e+02 2.920000e+02
## 1618 8.00 98 0.1 2.182997e+03 2.860000e+02
## 1620 6.86 73 1.6 8.255730e+02 1.696285e+07
## 1621 6.58 69 1.6 7.776591e+02 1.647782e+07
## 1622 6.47 66 1.5 7.773477e+02 1.666700e+04
## 1623 6.59 66 1.5 8.358900e+02 1.554989e+06
## 1624 6.35 73 1.5 7.837763e+01 1.575850e+05
## 1625 6.85 73 1.6 6.971531e+02 1.466597e+06
## 1626 6.74 74 1.6 6.896784e+02 1.413822e+07
## 1627 6.97 74 1.7 5.956368e+02 1.367566e+06
## 1628 6.56 78 1.8 5.216426e+02 1.322764e+06
## 1629 6.34 77 1.9 4.879426e+02 1.279876e+07
## 1630 6.28 69 2.0 4.393573e+02 1.239196e+06
## 1631 6.25 63 2.2 3.917913e+02 1.251280e+05
## 1636 9.75 99 0.1 2.618926e+03 4.273640e+05
## 1637 9.89 99 0.1 2.393189e+03 4.233740e+05
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## 1640 8.30 76 0.1 2.187795e+03 4.145800e+04
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## 1643 8.36 74 0.1 1.937557e+04 4.672400e+04
## 1644 8.93 85 0.1 1.667157e+04 4.538000e+03
## 1645 8.83 92 0.1 1.583535e+04 4.383400e+04
## 1646 8.46 89 0.1 1.519550e+03 4.126800e+04
## 1647 8.60 94 0.1 1.368999e+04 3.985820e+05
## 1653 3.77 84 0.9 1.326669e+03 4.639200e+04
## 1654 3.63 8 1.1 1.455784e+02 3.946170e+05
## 1655 3.36 8 1.2 1.364284e+03 3.832390e+05
## 1656 2.87 75 1.2 1.393262e+03 3.717672e+06
## 1657 3.28 64 1.2 1.233837e+02 3.695430e+05
## 1658 3.79 64 1.2 1.468385e+02 3.562880e+05
## 1659 3.23 74 1.3 1.167536e+03 3.475410e+05
## 1660 3.54 75 1.3 1.133128e+02 3.312665e+06
## 1661 3.21 68 1.3 9.441349e+02 3.226530e+05
## 1662 4.21 71 1.3 6.977452e+02 3.137200e+04
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## 1672 5.20 98 0.1 9.197270e+03 1.252440e+05
## 1673 5.29 99 0.2 8.376432e+00 1.254000e+03
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## 1675 4.60 99 0.1 8.363500e+01 1.244121e+06
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## 1681 4.24 88 0.1 3.957513e+03 1.246210e+05
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## 1683 3.78 88 0.1 3.861324e+03 1.186873e+06
## 1685 6.30 87 0.1 1.452278e+03 1.242216e+06
## 1686 6.30 83 0.1 1.298868e+03 1.225360e+08
## 1687 6.21 99 0.1 9.825326e+02 1.282837e+06
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## 1690 6.60 95 0.1 7.748123e+03 1.155523e+07
## 1691 6.60 96 0.1 9.689529e+03 1.136619e+07
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## 1693 5.83 98 0.1 8.767923e+03 1.192378e+06
## 1694 6.40 98 0.1 7.986798e+03 1.847223e+07
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## 1696 6.20 98 0.1 6.751999e+03 1.564453e+06
## 1697 5.52 97 0.1 7.168219e+02 1.435568e+06
## 1698 5.35 97 0.1 7.313789e+02 1.367680e+05
## 1699 4.98 97 0.1 6.729211e+02 1.171967e+07
## 1718 4.73 99 0.1 4.181583e+03 2.923896e+06
## 1719 4.21 98 0.1 4.385379e+03 2.869170e+05
## 1720 4.22 99 0.1 4.368822e+03 2.814226e+06
## 1721 4.45 99 0.1 3.769595e+03 2.761516e+06
## 1722 4.70 96 0.1 2.653537e+02 2.712650e+05
## 1723 5.29 95 0.1 1.717899e+03 2.668289e+06
## 1724 5.58 96 0.1 2.139626e+03 2.628131e+06
## 1725 5.60 95 0.1 1.634814e+03 2.591670e+05
## 1726 4.68 99 0.1 1.334652e+03 2.558120e+05
## 1727 5.90 99 0.1 9.988227e+02 2.526446e+06
## 1728 5.99 99 0.1 7.978377e+02 2.496832e+06
## 1729 6.18 98 0.1 6.465613e+02 2.469286e+06
## 1730 5.81 98 0.1 5.715188e+02 2.443659e+06
## 1731 5.45 95 0.1 5.241459e+02 2.419776e+06
## 1732 4.92 94 0.1 4.742133e+02 2.397436e+06
## 1734 6.42 91 0.1 7.378345e+03 6.218100e+04
## 1735 6.43 94 0.1 7.186430e+03 6.212700e+04
## 1736 7.25 94 0.1 6.586719e+03 6.261000e+03
## 1737 6.92 95 0.1 7.318742e+03 6.279000e+03
## 1738 6.90 94 0.1 6.682281e+03 6.194280e+05
## 1739 6.70 92 0.1 6.698794e+03 6.182940e+05
## 1740 6.13 95 0.1 7.325735e+03 6.169690e+05
## 1741 6.74 92 0.1 5.957146e+03 6.158750e+05
## 1742 8.10 9 0.1 4.383596e+03 6.152500e+04
## 1750 5.91 99 0.1 3.154513e+03 3.431882e+06
## 1751 5.94 99 0.1 3.111763e+03 3.382477e+07
## 1752 6.15 99 0.1 2.947467e+02 3.333379e+07
## 1753 5.99 99 0.1 3.399162e+02 3.285882e+07
## 1754 5.86 99 0.1 2.834247e+03 3.249639e+06
## 1755 5.67 99 0.1 2.861555e+03 3.198990e+07
## 1756 5.41 99 0.1 2.884948e+03 3.159686e+07
## 1757 5.48 95 0.1 2.494354e+03 3.122588e+07
## 1758 5.23 97 0.1 2.191479e+03 3.869346e+06
## 1759 5.60 98 0.1 2.137556e+02 3.521700e+04
## 1760 5.22 97 0.1 1.948812e+03 3.179285e+06
## 1761 5.25 91 0.1 1.721974e+03 2.984394e+07
## 1762 5.31 94 0.1 1.413757e+03 2.951237e+07
## 1763 4.44 96 0.1 1.336775e+03 2.918183e+07
## 1764 4.18 95 0.1 1.332382e+03 2.884962e+07
## 1766 6.98 79 4.1 6.232871e+02 2.721238e+07
## 1767 5.90 78 5.1 6.598568e+01 2.643437e+07
## 1768 5.58 76 6.9 5.665139e+02 2.567666e+06
## 1769 6.23 76 9.6 5.265314e+02 2.493950e+05
## 1770 5.38 74 10.8 4.192258e+02 2.422145e+06
## 1771 5.43 74 11.3 4.638526e+02 2.352463e+06
## 1772 4.91 75 12.6 5.312772e+01 2.284676e+07
## 1773 5.25 75 14.1 4.221462e+02 2.218839e+07
## 1774 6.51 78 16.3 3.857567e+02 2.154746e+07
## 1775 6.87 8 16.2 3.691545e+02 2.923700e+04
## 1776 5.91 83 15.9 3.363318e+02 2.312750e+05
## 1777 6.39 85 15.3 2.838912e+02 1.971660e+07
## 1778 6.45 76 14.5 2.628846e+02 1.913966e+07
## 1779 5.64 73 13.4 2.564415e+02 1.858876e+07
## 1782 2.28 88 0.3 1.262894e+03 5.192418e+07
## 1783 2.16 75 0.4 1.168839e+03 5.144820e+07
## 1784 2.22 84 0.5 1.171583e+03 5.986514e+06
## 1785 1.87 84 0.5 1.186424e+03 5.553310e+05
## 1786 1.92 9 0.5 9.877366e+02 5.155896e+06
## 1787 2.50 9 0.6 7.417771e+02 4.986900e+04
## 1788 1.87 85 0.6 6.439514e+02 4.947975e+07
## 1789 1.68 86 0.6 4.145100e+01 4.917159e+07
## 1790 1.78 82 0.6 2.969728e+02 4.884647e+07
## 1791 1.83 73 0.5 2.472428e+02 4.848261e+07
## 1792 1.97 82 0.5 2.198157e+02 4.873770e+05
## 1793 1.97 78 0.5 2.197823e+02 4.762489e+07
## 1798 8.93 88 2.2 5.421344e+03 2.379920e+05
## 1799 8.53 89 2.5 5.488132e+03 2.316520e+05
## 1800 8.24 84 3.7 5.749448e+03 2.263934e+06
## 1801 8.78 82 4.7 5.697139e+01 2.215621e+06
## 1802 7.89 83 6.2 5.191584e+03 2.173170e+05
## 1815 5.80 92 0.1 7.623870e+01 2.832324e+07
## 1816 5.69 92 0.1 6.886173e+02 2.798531e+06
## 1817 5.89 9 0.2 6.817926e+02 2.764992e+07
## 1818 6.73 92 0.2 6.921167e+02 2.732715e+07
## 1819 6.43 82 0.2 5.921835e+02 2.723137e+06
## 1820 6.41 89 0.2 4.872990e+01 2.674113e+06
## 1821 6.44 82 0.2 4.738444e+02 2.647586e+07
## 1822 5.84 82 0.2 3.938844e+02 2.621485e+07
## 1823 5.70 89 0.2 3.486315e+02 2.594618e+06
## 1824 5.72 75 0.2 3.178920e+02 2.564287e+06
## 1825 5.82 8 0.2 2.874156e+02 2.539449e+06
## 1826 5.48 78 0.1 2.537241e+02 2.495623e+06
## 1831 1.90 96 0.1 5.215747e+04 1.686580e+05
## 1832 11.40 97 0.1 5.157449e+04 1.684432e+06
## 1833 11.10 97 0.1 4.947476e+04 1.675496e+07
## 1834 1.53 97 0.1 5.354654e+03 1.669374e+06
## 1863 9.40 98 0.1 1.975465e+03 6.139970e+05
## 1864 8.43 98 0.1 1.847198e+03 5.945747e+06
## 1865 8.40 98 0.1 1.792384e+03 5.877180e+05
## 1866 6.39 98 0.1 1.682958e+03 5.878200e+04
## 1867 6.58 98 0.1 1.526498e+03 5.737723e+06
## 1868 6.82 98 0.2 1.464498e+03 5.666581e+06
## 1869 6.98 97 0.2 1.518854e+03 5.594560e+05
## 1870 6.91 93 0.2 1.344319e+03 5.522160e+05
## 1871 6.33 88 0.3 1.249926e+02 5.452110e+05
## 1872 6.11 86 0.3 1.175116e+03 5.379328e+06
## 1873 6.13 79 0.3 1.915516e+02 5.397300e+04
## 1874 6.12 86 0.3 1.155653e+02 5.248790e+05
## 1875 5.71 85 0.4 1.114728e+01 5.171734e+06
## 1876 5.26 87 0.4 1.436758e+02 5.175000e+03
## 1877 5.39 83 0.4 1.162743e+02 5.267960e+05
## 1879 5.82 68 0.5 4.364650e+01 1.914822e+07
## 1880 5.90 67 0.6 4.161484e+02 1.842637e+07
## 1881 6.11 71 0.7 3.915155e+02 1.773163e+07
## 1882 6.66 75 0.7 3.755820e+02 1.764636e+06
## 1883 6.36 7 0.9 3.481515e+02 1.642558e+07
## 1884 6.98 71 1.1 3.412895e+02 1.581391e+07
## 1895 3.67 49 3.9 3.221678e+03 1.764652e+06
## 1896 3.70 46 3.9 2.996964e+03 1.718293e+07
## 1897 3.30 42 4.4 2.755298e+03 1.672973e+08
## 1898 3.69 48 4.7 2.527942e+03 1.628778e+07
## 1899 3.47 54 4.8 2.327327e+03 1.585783e+08
## 1900 4.24 63 4.9 1.976614e+02 1.544218e+07
## 1901 4.00 53 5.0 1.383893e+03 1.534739e+06
## 1902 4.47 42 5.2 1.136830e+03 1.464172e+07
## 1903 3.66 4 5.3 1.197433e+02 1.426149e+07
## 1904 4.11 36 5.4 8.789387e+01 1.389395e+08
## 1944 2.61 72 0.1 1.316990e+03 1.855463e+08
## 1945 2.70 72 0.1 1.272442e+03 1.817126e+08
## 1946 2.76 72 0.1 1.261290e+03 1.779115e+08
## 1947 3.10 74 0.1 1.226215e+03 1.741843e+08
## 1948 3.20 82 0.1 1.414227e+01 1.756182e+06
## 1949 2.94 71 0.1 1.663999e+01 1.674958e+06
## 1950 3.26 62 0.1 1.393129e+02 1.636446e+07
## 1951 3.35 75 0.1 9.543279e+01 1.633297e+07
## 1952 3.40 78 0.1 8.737727e+02 1.579399e+07
## 1953 2.91 77 0.1 7.114699e+02 1.539967e+07
## 1954 2.56 65 0.1 6.498482e+02 1.578300e+04
## 1955 2.61 67 0.1 5.635943e+02 1.477341e+06
## 1961 8.30 8 0.1 1.259374e+04 3.939860e+05
## 1962 8.90 8 0.1 1.168598e+04 3.838462e+06
## 1963 7.25 85 0.1 1.589827e+03 3.772938e+06
## 1964 7.50 87 0.1 9.277232e+02 3.777820e+05
## 1965 8.50 94 0.1 7.937260e+03 3.643222e+06
## 1966 7.56 85 0.1 7.429628e+03 3.579385e+06
## 1967 6.75 86 0.1 6.973928e+03 3.516268e+06
## 1968 6.31 85 0.2 6.688667e+02 3.453870e+05
## 1969 7.00 88 0.1 5.348518e+03 3.391950e+05
## 1970 7.48 92 0.1 4.916549e+03 3.334650e+05
## 1971 8.90 95 0.2 4.591893e+03 3.269541e+06
## 1972 7.60 98 0.1 4.267136e+03 3.291740e+05
## 1973 8.30 99 0.2 4.126147e+03 3.149265e+06
## 1974 7.72 99 0.1 4.463728e+02 3.896840e+05
## 1977 4.26 73 0.7 2.182717e+03 7.755785e+06
## 1978 4.78 79 0.8 2.299536e+02 7.592865e+06
## 1979 4.55 74 1.0 2.713187e+02 7.438360e+05
## 1980 4.94 72 1.0 1.778671e+02 7.269348e+06
## 1981 4.18 67 1.1 1.366879e+03 7.182390e+05
## 1982 4.36 73 1.1 1.166663e+03 6.947447e+06
## 1983 4.60 63 1.3 1.178725e+03 6.787187e+06
## 1984 4.40 71 1.4 9.566690e+02 6.627922e+06
## 1985 5.92 72 1.5 8.543469e+02 6.472720e+05
## 1986 6.42 72 1.5 7.757735e+01 6.314790e+05
## 1987 8.39 62 1.5 6.373616e+02 6.161517e+06
## 1988 6.79 68 1.4 5.883583e+02 6.172400e+04
## 1989 7.69 61 1.4 5.116658e+02 5.862316e+06
## 1990 6.68 55 1.3 5.394153e+02 5.716152e+06
## 1991 3.98 59 1.1 6.319469e+02 5.572222e+06
## 1993 9.81 87 0.2 4.712823e+03 6.552584e+06
## 1994 1.49 86 0.2 4.479959e+03 6.465740e+05
## 1995 1.33 87 0.1 3.855538e+03 6.379219e+06
## 1996 9.42 89 0.1 3.988119e+03 6.293783e+06
## 1997 9.10 89 0.1 3.225592e+03 6.298770e+05
## 1998 9.14 85 0.1 2.599596e+03 6.127837e+06
## 1999 7.60 89 0.1 3.599922e+02 6.471170e+05
## 2000 6.41 95 0.1 2.312193e+03 5.966159e+06
## 2001 6.43 98 0.2 1.897154e+02 5.882796e+06
## 2002 6.70 96 0.2 1.571457e+02 5.795494e+06
## 2003 5.78 92 0.2 1.485280e+02 5.737400e+04
## 2004 5.99 86 0.1 1.174779e+03 5.679500e+04
## 2009 5.47 88 0.1 6.491525e+03 3.973354e+06
## 2010 5.23 88 0.1 6.583116e+03 3.565716e+06
## 2011 5.18 95 0.1 6.387785e+03 3.158966e+06
## 2012 4.93 91 0.2 5.771566e+03 2.975999e+07
## 2013 5.30 93 0.2 5.224932e+02 2.937365e+07
## 2014 5.36 93 0.3 4.166934e+03 2.915700e+04
## 2015 4.73 93 0.3 4.288781e+02 2.864198e+06
## 2016 4.60 93 0.3 3.611215e+03 2.829272e+07
## 2017 4.47 94 0.4 3.171499e+03 2.794994e+07
## 2018 4.72 77 0.4 2.754783e+03 2.761410e+05
## 2019 4.56 86 0.4 2.448144e+03 2.727319e+07
## 2020 4.60 94 0.4 2.182600e+02 2.693774e+07
## 2025 4.71 67 0.1 2.842938e+03 1.122490e+05
## 2026 4.56 89 0.1 2.762891e+02 9.848132e+06
## 2027 4.46 88 0.1 2.581819e+03 9.686664e+07
## 2028 4.29 87 0.1 2.352518e+03 9.527794e+06
## 2029 4.37 79 0.1 2.129499e+03 9.372662e+07
## 2030 4.41 87 0.1 1.825342e+03 9.222879e+06
## 2031 4.50 91 0.1 1.919466e+03 9.751864e+06
## 2032 3.94 87 0.1 1.672685e+03 8.929349e+06
## 2033 3.95 88 0.1 1.391772e+03 8.789419e+06
## 2034 3.91 89 0.1 1.194697e+03 8.627424e+07
## 2035 3.23 88 0.1 1.793715e+02 8.467849e+07
## 2036 3.25 84 0.1 1.155320e+01 8.331954e+06
## 2037 2.79 79 0.1 1.681350e+00 8.135260e+05
## 2038 3.00 79 0.1 9.572874e+02 7.966532e+07
## 2039 3.21 78 0.1 1.389198e+02 7.799157e+07
## 2041 6.35 98 0.1 1.434167e+04 3.811735e+06
## 2042 6.40 99 0.1 1.378549e+03 3.841960e+05
## 2043 6.62 99 0.1 1.314515e+04 3.863164e+06
## 2044 6.70 99 0.1 1.389319e+04 3.863255e+06
## 2045 6.88 99 0.1 1.259952e+04 3.842794e+06
## 2046 7.12 99 0.1 1.152759e+04 3.815163e+06
## 2047 6.88 99 0.1 1.414469e+02 3.812576e+07
## 2048 6.28 99 0.1 1.126319e+03 3.812560e+05
## 2049 6.17 99 0.1 9.477260e+01 3.814127e+07
## 2050 6.20 99 0.1 8.212516e+02 3.816544e+07
## 2051 6.19 99 0.1 6.681179e+03 3.818222e+07
## 2052 6.22 99 0.1 5.693524e+03 3.824570e+05
## 2053 6.32 99 0.1 5.196933e+03 3.823364e+06
## 2054 5.86 98 0.1 4.981199e+03 3.824876e+06
## 2055 5.50 98 0.1 4.492728e+03 3.825863e+07
## 2057 9.50 98 0.1 2.277536e+03 1.416200e+04
## 2058 9.55 98 0.1 2.161874e+04 1.457295e+06
## 2059 9.74 98 0.1 2.577426e+03 1.514844e+06
## 2060 1.70 97 0.1 2.319618e+04 1.557560e+05
## 2061 1.44 98 0.1 2.253865e+04 1.573100e+04
## 2062 1.42 96 0.1 2.363972e+03 1.568247e+06
## 2063 9.90 97 0.1 2.481569e+04 1.558177e+06
## 2064 9.62 97 0.1 2.278584e+03 1.542964e+06
## 2065 9.67 97 0.1 1.982144e+04 1.522288e+06
## 2066 9.98 93 0.1 1.878495e+04 1.533300e+04
## 2067 9.84 95 0.1 1.845588e+03 1.483861e+06
## 2068 9.54 99 0.1 1.577273e+04 1.458821e+06
## 2069 9.15 98 0.1 1.288229e+04 1.419631e+06
## 2070 9.10 97 0.1 1.172915e+04 1.362722e+06
## 2071 9.14 96 0.1 1.152397e+03 1.289898e+06
## 2121 5.57 94 0.1 1.227733e+01 1.998979e+06
## 2122 5.60 92 0.1 9.585267e+03 1.998369e+07
## 2123 5.48 91 0.1 8.558398e+03 2.583500e+04
## 2124 5.53 89 0.1 9.227783e+01 2.147528e+06
## 2125 5.83 94 0.1 8.297484e+03 2.246871e+06
## 2126 5.56 95 0.1 8.221833e+02 2.367487e+06
## 2127 5.33 96 0.1 1.136474e+03 2.537875e+06
## 2128 5.21 96 0.1 8.214185e+03 2.882982e+06
## 2129 5.60 97 0.1 5.828746e+03 2.119376e+06
## 2130 5.47 97 0.1 4.676315e+03 2.131968e+07
## 2131 5.43 97 0.1 3.552925e+03 2.145175e+07
## 2132 5.30 97 0.1 2.774956e+03 2.157433e+07
## 2133 4.57 98 0.1 2.124874e+03 2.173496e+06
## 2134 4.36 99 0.1 1.839729e+03 2.213197e+06
## 2135 4.33 99 0.1 1.668163e+03 2.244297e+07
## 2137 7.70 97 0.1 1.412596e+04 1.438197e+08
## 2138 7.90 97 0.2 1.554368e+04 1.435691e+07
## 2139 6.88 97 0.3 1.515446e+04 1.432168e+07
## 2140 6.61 97 0.3 1.421269e+04 1.429687e+07
## 2141 6.83 97 0.2 1.674988e+03 1.428494e+08
## 2142 7.44 98 0.3 8.562896e+03 1.427853e+08
## 2143 6.22 98 0.3 1.163526e+04 1.427424e+07
## 2144 5.38 98 0.3 9.112539e+02 1.428588e+06
## 2145 5.30 98 0.3 6.921944e+02 1.434953e+07
## 2146 5.21 98 0.3 5.323474e+03 1.435185e+08
## 2147 5.19 97 0.3 4.123723e+02 1.446754e+06
## 2148 5.61 96 0.4 2.975133e+03 1.446483e+08
## 2149 5.99 97 0.3 2.375594e+03 1.453646e+06
## 2150 5.67 96 0.3 2.136239e+01 1.459768e+07
## 2153 7.53 98 0.4 7.656995e+01 1.134536e+07
## 2154 7.69 98 0.5 6.888769e+02 1.165151e+06
## 2155 7.68 98 0.7 6.787970e+02 1.788853e+06
## 2156 7.71 97 1.3 6.173176e+02 1.516710e+05
## 2157 7.91 97 2.3 5.634915e+02 1.246842e+06
## 2158 7.20 97 2.8 5.391538e+02 9.977446e+06
## 2159 7.66 97 3.7 5.668726e+00 9.781690e+05
## 2160 8.49 97 5.0 4.485334e+01 9.447420e+05
## 2161 1.20 99 6.2 3.423656e+02 9.265800e+04
## 2162 6.83 95 7.1 2.879319e+02 8.991735e+06
## 2163 6.24 89 7.7 2.369114e+02 8.818438e+06
## 2164 6.34 96 8.1 2.126619e+02 8.683460e+05
## 2165 4.18 88 8.0 1.965978e+02 8.536250e+05
## 2202 7.22 63 0.1 4.178973e+03 1.922900e+04
## 2203 6.91 67 0.1 4.219651e+03 1.975700e+04
## 2204 5.20 64 0.1 4.234554e+03 1.891940e+05
## 2205 5.80 65 0.1 3.942983e+03 1.876650e+05
## 2206 5.70 62 0.1 3.453487e+03 1.862500e+04
## 2207 5.40 49 0.1 3.351128e+02 1.848260e+05
## 2208 4.52 26 0.1 3.598222e+02 1.835260e+05
## 2209 5.25 53 0.1 3.225431e+02 1.822860e+05
## 2210 4.68 39 0.1 2.879639e+02 1.819400e+04
## 2211 4.47 49 0.1 2.571262e+03 1.799290e+05
## 2212 4.45 55 0.1 2.351338e+03 1.787810e+05
## 2213 4.71 83 0.1 1.972942e+02 1.776620e+05
## 2214 5.10 86 0.1 1.631417e+03 1.765820e+05
## 2215 5.16 85 0.1 1.555475e+03 1.755660e+05
## 2216 5.31 95 0.1 1.546892e+02 1.746100e+04
## 2219 8.35 95 0.2 1.821879e+03 1.912660e+05
## 2220 9.76 97 0.2 1.619533e+03 1.874500e+04
## 2221 8.60 96 0.5 1.389500e+02 1.828890e+05
## 2222 5.44 96 0.5 1.343262e+02 1.788000e+03
## 2223 5.24 98 0.5 1.129755e+03 1.747760e+05
## 2224 6.65 98 0.9 1.995715e+02 1.781300e+04
## 2225 5.66 99 0.9 1.126462e+03 1.669130e+05
## 2226 7.44 97 1.2 8.949280e+02 1.631100e+04
## 2227 7.84 97 1.2 8.438945e+02 1.593280e+05
## 2228 1.40 97 1.6 8.186157e+01 1.556300e+04
## 2229 9.94 96 1.6 6.933457e+02 1.519690e+05
## 2230 11.12 94 1.6 6.493422e+02 1.483720e+05
## 2251 4.66 89 0.3 1.524439e+02 1.454611e+07
## 2252 4.51 92 0.3 1.489124e+02 1.412320e+05
## 2253 4.31 91 0.4 1.364518e+02 1.373513e+06
## 2254 4.42 92 0.4 1.825321e+01 1.339100e+04
## 2255 4.62 89 0.4 1.163138e+01 1.291623e+07
## 2256 4.81 86 0.5 1.256646e+01 1.255917e+06
## 2257 4.94 88 0.6 1.133678e+01 1.223957e+06
## 2258 4.72 94 0.7 9.539785e+01 1.187356e+07
## 2259 5.44 89 0.7 8.983830e+01 1.155676e+07
## 2260 5.35 84 0.7 7.738699e+02 1.125127e+07
## 2261 5.68 87 0.7 7.335818e+02 1.955944e+06
## 2267 1.37 93 0.1 6.217322e+01 7.135760e+05
## 2268 1.12 95 0.1 6.353826e+03 7.164132e+06
## 2269 9.89 91 0.1 5.659382e+03 7.199770e+05
## 2270 9.72 94 0.1 6.423292e+03 7.234990e+05
## 2271 1.90 91 0.1 5.411877e+03 7.291436e+06
## 2272 9.90 95 0.1 5.821354e+03 7.328700e+04
## 2273 1.50 95 0.1 6.717739e+02 7.352220e+05
## 2274 1.20 94 0.1 5.458122e+03 7.381579e+06
## 2275 8.99 92 0.1 4.129759e+03 7.411569e+06
## 2276 8.70 98 0.1 3.528132e+03 7.447690e+05
## 2277 8.24 88 0.1 3.331229e+03 7.463157e+06
## 2283 3.37 99 0.1 1.557779e+03 9.135900e+04
## 2284 3.58 98 0.1 1.568735e+04 8.994900e+04
## 2285 4.80 98 0.1 1.284517e+04 8.833000e+03
## 2286 3.38 99 0.1 1.218995e+04 8.744100e+04
## 2287 3.59 99 0.1 1.846845e+02 8.977000e+03
## 2288 2.64 99 0.1 9.769566e+02 8.729800e+04
## 2289 2.64 99 0.1 1.112286e+04 8.695600e+04
## 2290 3.30 99 0.1 1.215483e+04 8.533000e+03
## 2291 3.73 99 0.1 1.214400e+03 8.460000e+02
## 2292 3.91 99 0.1 1.192517e+03 8.285800e+04
## 2293 4.17 99 0.1 1.176659e+03 8.247500e+04
## 2294 4.64 99 0.1 8.524961e+03 8.278100e+04
## 2295 4.21 99 0.1 8.331262e+03 8.372300e+04
## 2296 4.45 96 0.1 7.663138e+03 8.122000e+03
## 2297 4.62 98 0.1 7.578852e+03 8.113100e+04
## 2299 11.90 83 0.6 7.843948e+01 7.791620e+05
## 2300 11.59 92 0.8 7.181870e+01 6.922790e+05
## 2301 11.24 91 0.9 5.618984e+02 6.766130e+05
## 2302 11.98 89 1.3 4.455250e+02 6.611692e+06
## 2303 1.32 86 1.6 4.512842e+01 6.458720e+05
## 2304 13.13 84 1.7 3.945932e+02 6.312600e+04
## 2305 1.29 77 1.9 4.637592e+01 6.165372e+06
## 2306 1.12 64 2.2 3.588275e+02 6.154170e+05
## 2363 5.50 88 0.1 2.965262e+01 5.755400e+04
## 2364 5.42 94 0.1 1.885159e+02 5.635130e+05
## 2365 5.48 99 0.1 1.858690e+03 5.515310e+05
## 2366 5.80 99 0.1 1.642838e+03 5.396140e+05
## 2367 7.47 9 0.1 1.272448e+03 5.277900e+04
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## 2492 9.66 98 9.8 3.598760e+03 1.271456e+06
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## 2499 6.81 87 43.7 2.937367e+03 1.125140e+05
## 2500 6.80 86 49.1 2.873862e+03 1.158730e+05
## 2501 5.88 86 50.3 2.529634e+03 1.955300e+04
## 2502 5.71 85 50.6 2.299449e+01 1.873920e+05
## 2503 5.16 85 49.9 1.324996e+03 1.893000e+03
## 2504 5.11 84 48.8 1.437635e+03 1.729270e+05
## 2505 5.26 84 46.4 1.637457e+03 1.614680e+05
## 2507 11.93 98 0.1 5.918199e+03 9.696110e+05
## 2508 11.97 98 0.1 6.283245e+03 9.637900e+04
## 2509 11.80 98 0.1 5.713478e+04 9.519374e+06
## 2510 11.70 98 0.1 5.959329e+04 9.449213e+06
## 2546 3.72 8 0.1 2.583529e+02 1.963286e+06
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## 2553 4.92 84 0.1 1.177629e+03 1.641848e+06
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## 2556 6.75 96 0.2 1.421441e+01 8.177890e+05
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## 2609 0.74 79 0.1 6.437191e+02 1.781100e+04
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## 2697 4.95 85 0.1 4.316554e+03 6.324121e+06
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## 2719 9.90 82 6.8 5.843962e+02 3.593648e+06
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## 2916 6.11 81 15.9 1.315420e+01 1.238345e+07
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## 2935 6.52 68 36.7 4.533512e+02 1.263390e+07
## 2936 6.53 71 39.8 5.734834e+01 1.255250e+05
## 2937 6.16 75 42.1 5.485873e+02 1.236616e+07
## 2938 7.10 78 43.5 5.473589e+02 1.222225e+07
## thinness1.19years thinness5.9years Incomecompositionofresources Schooling
## 1 17.2 17.3 0.479 10.1
## 2 17.5 17.5 0.476 10.0
## 3 17.7 17.7 0.470 9.9
## 4 17.9 18.0 0.463 9.8
## 5 18.2 18.2 0.454 9.5
## 6 18.4 18.4 0.448 9.2
## 7 18.6 18.7 0.434 8.9
## 8 18.8 18.9 0.433 8.7
## 9 19.0 19.1 0.415 8.4
## 10 19.2 19.3 0.405 8.1
## 11 19.3 19.5 0.396 7.9
## 12 19.5 19.7 0.381 6.8
## 13 19.7 19.9 0.373 6.5
## 14 19.9 2.2 0.341 6.2
## 15 2.1 2.4 0.340 5.9
## 16 2.3 2.5 0.338 5.5
## 17 1.2 1.3 0.762 14.2
## 18 1.2 1.3 0.761 14.2
## 19 1.3 1.4 0.759 14.2
## 20 1.3 1.4 0.752 14.2
## 21 1.4 1.5 0.738 13.3
## 22 1.4 1.5 0.725 12.5
## 23 1.5 1.6 0.721 12.2
## 24 1.6 1.6 0.713 12.0
## 25 1.6 1.7 0.703 11.6
## 26 1.7 1.8 0.696 11.4
## 27 1.8 1.8 0.685 10.8
## 28 1.8 1.9 0.681 10.9
## 29 1.9 2.0 0.674 10.7
## 30 2.0 2.1 0.670 10.7
## 31 2.1 2.1 0.662 10.6
## 32 2.1 2.2 0.656 10.7
## 34 6.0 5.8 0.741 14.4
## 35 5.9 5.8 0.737 14.4
## 36 5.9 5.8 0.732 14.4
## 37 5.9 5.8 0.724 14.0
## 38 5.9 5.8 0.714 13.6
## 39 6.0 5.9 0.705 13.1
## 40 6.0 5.9 0.697 12.6
## 41 6.0 5.9 0.690 12.3
## 42 6.1 6.0 0.686 12.3
## 43 6.1 6.0 0.680 12.0
## 44 6.2 6.1 0.673 11.7
## 50 8.5 8.3 0.527 11.4
## 51 8.6 8.5 0.523 11.4
## 52 8.8 8.6 0.508 10.3
## 53 8.9 8.8 0.495 9.4
## 54 9.1 9.0 0.488 9.0
## 55 9.3 9.2 0.480 8.5
## 56 9.5 9.4 0.468 8.1
## 57 9.6 9.6 0.454 7.7
## 82 1.0 0.9 0.825 17.3
## 83 1.0 0.9 0.823 17.3
## 84 1.0 0.9 0.822 17.2
## 85 1.0 0.9 0.816 17.1
## 86 1.0 0.9 0.802 16.8
## 87 1.0 0.9 0.794 16.5
## 88 1.0 0.9 0.792 16.3
## 89 1.1 0.9 0.788 16.3
## 90 1.1 0.9 0.782 16.1
## 91 1.1 1.0 0.780 16.3
## 92 1.1 1.0 0.775 16.3
## 93 1.2 1.0 0.770 16.4
## 94 1.2 1.0 0.776 16.3
## 98 2.1 2.1 0.739 12.7
## 99 2.1 2.1 0.736 12.7
## 100 2.0 2.1 0.732 12.7
## 101 2.0 2.1 0.729 12.7
## 102 2.0 2.1 0.720 12.3
## 103 2.0 2.1 0.725 11.9
## 104 2.0 2.1 0.721 12.3
## 105 2.0 2.1 0.707 11.7
## 106 2.0 2.1 0.692 11.2
## 107 2.0 2.1 0.679 10.9
## 108 2.0 2.1 0.668 10.9
## 109 2.0 2.1 0.657 10.8
## 110 2.1 2.1 0.645 10.8
## 111 2.1 2.1 0.644 11.1
## 112 2.1 2.2 0.639 11.2
## 114 0.6 0.6 0.936 20.4
## 115 0.6 0.6 0.933 20.3
## 116 0.6 0.6 0.930 20.1
## 117 0.6 0.6 0.927 19.8
## 118 0.7 0.6 0.927 19.5
## 119 0.7 0.6 0.925 19.1
## 120 0.7 0.6 0.921 19.1
## 121 0.7 0.6 0.918 19.0
## 122 0.7 0.6 0.915 20.3
## 123 0.7 0.6 0.910 20.3
## 124 0.7 0.6 0.908 20.7
## 125 0.7 0.7 0.905 20.6
## 126 0.7 0.7 0.902 20.1
## 127 0.7 0.7 0.899 20.5
## 130 1.8 2.0 0.892 15.9
## 131 1.8 2.0 0.887 15.7
## 132 1.8 2.0 0.884 15.7
## 133 1.7 2.0 0.880 15.7
## 134 1.7 1.9 0.872 15.4
## 135 1.7 1.9 0.870 15.3
## 136 1.7 1.9 0.864 15.1
## 137 1.7 1.9 0.860 15.2
## 138 1.7 1.9 0.854 15.0
## 139 1.7 1.9 0.848 14.9
## 140 1.7 1.9 0.841 14.7
## 141 1.7 1.9 0.837 14.7
## 142 1.7 1.9 0.847 16.1
## 143 1.7 1.9 0.837 15.5
## 144 1.7 1.9 0.833 15.4
## 146 2.8 2.9 0.752 12.2
## 147 2.8 2.8 0.745 11.9
## 148 2.8 2.8 0.742 11.8
## 149 2.8 2.9 0.741 11.7
## 150 2.8 2.9 0.737 11.7
## 151 2.8 2.9 0.728 11.6
## 152 2.8 2.9 0.719 11.6
## 153 2.8 2.9 0.708 11.6
## 154 2.9 2.9 0.682 10.7
## 155 2.9 3.0 0.675 11.2
## 156 3.0 3.0 0.668 11.0
## 157 3.0 3.0 0.659 10.8
## 158 3.1 3.1 0.651 10.6
## 194 18.1 18.6 0.570 10.0
## 195 18.3 18.8 0.565 10.0
## 196 18.5 19.0 0.557 9.9
## 197 18.7 19.2 0.545 9.4
## 198 18.9 19.4 0.535 8.9
## 199 19.1 19.7 0.523 8.4
## 200 19.3 19.9 0.520 8.6
## 201 19.5 2.1 0.513 8.6
## 202 19.7 2.3 0.506 8.4
## 203 19.9 2.5 0.499 8.2
## 204 2.1 2.7 0.491 8.1
## 205 2.3 2.9 0.484 7.9
## 226 1.9 2.0 0.796 15.7
## 227 2.0 2.0 0.796 15.7
## 228 2.0 2.1 0.793 15.6
## 229 2.0 2.1 0.787 15.5
## 230 2.0 2.2 0.780 15.5
## 231 2.1 2.2 0.771 15.4
## 232 2.1 2.3 0.755 15.1
## 233 2.2 2.3 0.739 14.9
## 234 2.2 2.4 0.723 14.6
## 235 2.3 2.5 0.713 14.4
## 236 2.4 2.5 0.703 14.1
## 237 2.5 2.6 0.695 13.9
## 238 2.5 2.7 0.687 13.6
## 239 2.6 2.7 0.681 13.3
## 240 2.7 2.8 0.675 13.1
## 242 1.0 1.0 0.890 16.3
## 243 1.0 0.9 0.889 16.3
## 244 0.9 0.9 0.886 16.2
## 245 0.9 0.9 0.884 16.1
## 246 0.9 0.9 0.878 15.9
## 247 0.9 0.9 0.876 15.8
## 248 0.8 0.8 0.874 15.8
## 249 0.8 0.8 0.871 15.8
## 250 0.8 0.8 0.865 15.7
## 251 0.8 0.8 0.861 15.7
## 252 0.8 0.8 0.880 18.8
## 253 0.8 0.8 0.878 18.6
## 254 0.8 0.8 0.875 18.8
## 255 0.8 0.8 0.873 18.2
## 256 0.8 0.8 0.869 18.0
## 258 3.4 3.4 0.705 12.8
## 259 3.4 3.4 0.706 12.9
## 260 3.5 3.4 0.702 12.5
## 261 3.5 3.4 0.700 12.4
## 262 3.5 3.4 0.700 12.4
## 263 3.5 3.4 0.700 12.7
## 264 3.5 3.4 0.699 12.8
## 265 3.5 3.5 0.700 12.8
## 266 3.6 3.5 0.692 12.3
## 267 3.6 3.5 0.695 12.8
## 268 3.6 3.5 0.691 12.5
## 269 3.6 3.6 0.684 12.2
## 270 3.7 3.6 0.678 11.9
## 271 3.7 3.7 0.677 11.8
## 272 3.8 3.7 0.668 11.7
## 274 7.1 6.9 0.475 10.7
## 275 7.2 7.1 0.466 10.3
## 276 7.4 7.3 0.458 10.0
## 277 7.6 7.5 0.454 9.8
## 278 7.8 7.6 0.451 9.5
## 279 7.9 7.8 0.448 9.3
## 280 8.1 8.0 0.444 9.1
## 281 8.3 8.2 0.438 8.9
## 282 8.5 8.4 0.434 8.7
## 283 8.7 8.6 0.430 8.5
## 284 8.9 8.8 0.423 8.1
## 285 9.1 9.0 0.416 7.7
## 286 9.3 9.2 0.407 7.3
## 290 15.7 16.2 0.596 12.5
## 291 15.9 16.5 0.589 12.6
## 292 16.1 16.7 0.581 12.3
## 293 16.3 17.0 0.572 11.9
## 294 16.6 17.3 0.000 11.4
## 295 16.8 17.5 0.000 10.9
## 296 17.1 17.8 0.000 10.5
## 297 17.3 18.1 0.000 10.1
## 298 17.5 18.3 0.000 9.6
## 299 17.8 18.6 0.000 9.2
## 300 18.0 18.8 0.000 8.8
## 301 18.3 19.1 0.000 8.4
## 302 18.6 19.4 0.000 8.0
## 303 18.9 19.6 0.000 7.6
## 304 19.2 19.9 0.000 7.3
## 322 2.4 2.4 0.742 14.2
## 323 2.4 2.4 0.735 14.2
## 324 2.5 2.5 0.728 13.9
## 325 2.6 2.5 0.711 13.4
## 326 2.6 2.6 0.717 13.3
## 327 2.7 2.7 0.716 13.3
## 328 2.8 2.7 0.710 13.1
## 329 2.8 2.8 0.703 12.9
## 330 2.9 2.8 0.697 12.7
## 331 2.9 2.9 0.000 12.5
## 332 3.0 3.0 0.000 12.3
## 338 6.7 6.4 0.697 12.6
## 339 7.0 6.7 0.693 12.6
## 340 7.3 7.0 0.687 12.5
## 341 7.7 7.4 0.678 12.4
## 342 8.0 7.8 0.669 12.3
## 343 8.4 8.2 0.661 12.2
## 344 8.8 8.6 0.646 12.1
## 345 9.2 9.0 0.630 12.1
## 346 9.6 9.4 0.610 11.9
## 347 1.0 9.9 0.593 11.9
## 348 1.5 1.4 0.580 11.8
## 349 1.9 1.8 0.567 11.8
## 350 11.4 11.3 0.558 11.9
## 351 11.8 11.8 0.560 11.8
## 352 12.3 12.2 0.559 11.7
## 354 2.7 2.7 0.747 15.2
## 355 2.8 2.7 0.734 14.2
## 356 2.8 2.8 0.730 14.2
## 357 2.9 2.8 0.724 14.0
## 358 2.9 2.9 0.716 13.8
## 359 3.0 2.9 0.714 13.8
## 360 3.0 3.0 0.704 13.3
## 361 3.1 3.0 0.700 13.5
## 362 3.1 3.1 0.698 13.8
## 363 3.2 3.1 0.694 13.8
## 364 3.2 3.2 0.695 14.0
## 365 3.3 3.3 0.699 14.8
## 366 3.3 3.3 0.692 14.6
## 367 3.4 3.4 0.685 14.3
## 368 3.4 3.4 0.677 14.1
## 386 1.9 1.9 0.787 14.8
## 387 1.9 1.9 0.781 14.4
## 388 1.9 1.9 0.778 14.3
## 389 2.0 2.0 0.775 14.2
## 390 2.0 2.0 0.770 13.9
## 391 2.0 2.1 0.768 13.8
## 392 2.1 2.1 0.761 13.8
## 393 2.1 2.2 0.755 13.5
## 394 2.2 2.2 0.750 13.5
## 395 2.2 2.3 0.745 13.5
## 396 2.3 2.3 0.738 13.3
## 397 2.3 2.4 0.729 12.9
## 398 2.4 2.4 0.723 12.9
## 399 2.4 2.5 0.713 12.9
## 400 2.5 2.5 0.709 12.9
## 402 8.2 7.7 0.398 7.7
## 403 8.4 7.9 0.392 7.5
## 404 8.6 8.1 0.384 7.2
## 405 8.8 8.4 0.377 6.7
## 406 9.0 8.6 0.365 6.3
## 407 9.3 8.8 0.356 5.9
## 408 9.5 9.1 0.345 5.4
## 409 9.8 9.3 0.334 4.9
## 410 1.0 9.6 0.325 4.7
## 418 7.4 7.3 0.404 10.6
## 419 7.4 7.4 0.398 10.5
## 420 7.5 7.5 0.393 10.3
## 421 7.6 7.6 0.385 9.9
## 422 7.7 7.7 0.361 9.3
## 423 7.8 7.8 0.336 8.6
## 424 7.9 7.9 0.319 7.9
## 425 8.0 8.0 0.309 7.2
## 426 8.1 8.2 0.290 5.9
## 427 8.2 8.3 0.286 5.6
## 428 8.4 8.4 0.279 5.2
## 450 6.8 6.7 0.643 13.5
## 451 6.9 6.9 0.643 13.6
## 452 7.1 7.1 0.636 13.2
## 453 7.3 7.2 0.632 13.1
## 454 7.4 7.4 0.627 12.7
## 455 7.6 7.6 0.621 12.4
## 456 7.8 7.8 0.615 12.2
## 457 8.1 8.0 0.602 11.9
## 458 8.3 8.3 0.596 11.9
## 459 8.5 8.5 0.582 11.2
## 460 8.7 8.7 0.574 11.1
## 461 8.9 8.9 0.572 11.3
## 462 9.2 9.1 0.569 11.3
## 466 1.9 11.0 0.553 10.9
## 467 11.0 11.1 0.546 10.8
## 468 11.0 11.2 0.540 10.7
## 469 11.0 11.2 0.533 10.7
## 470 11.0 11.3 0.519 10.6
## 471 11.1 11.4 0.520 10.5
## 472 11.2 11.4 0.511 10.5
## 473 11.3 11.5 0.495 10.3
## 474 11.4 11.6 0.483 10.1
## 482 5.7 5.7 0.507 10.4
## 483 5.8 5.8 0.501 10.4
## 484 5.9 5.9 0.496 10.4
## 485 6.0 6.0 0.486 10.0
## 486 6.1 6.2 0.480 9.7
## 487 6.3 6.3 0.473 9.2
## 488 6.4 6.5 0.466 8.8
## 489 6.6 6.6 0.456 8.0
## 490 6.7 6.8 0.456 8.2
## 491 6.9 7.0 0.456 8.3
## 498 0.5 0.5 0.912 15.9
## 499 0.5 0.5 0.909 15.9
## 500 0.5 0.5 0.907 15.9
## 501 0.5 0.5 0.903 15.9
## 502 0.5 0.4 0.898 15.9
## 503 0.5 0.4 0.898 15.9
## 504 0.5 0.4 0.897 15.8
## 505 0.5 0.4 0.894 15.8
## 506 0.5 0.4 0.891 15.8
## 507 0.5 0.4 0.886 15.8
## 508 0.5 0.4 0.881 15.8
## 509 0.5 0.4 0.877 15.8
## 514 8.4 8.3 0.345 7.1
## 515 8.5 8.5 0.370 7.1
## 516 8.7 8.6 0.366 7.1
## 517 8.8 8.8 0.361 6.8
## 518 9.0 8.9 0.352 6.6
## 519 9.1 9.1 0.345 6.4
## 530 8.7 8.5 0.390 7.3
## 531 8.8 8.7 0.387 7.3
## 532 9.0 8.9 0.381 7.3
## 533 9.2 9.1 0.370 6.7
## 534 9.4 9.3 0.360 6.7
## 535 9.6 9.5 0.343 6.3
## 536 9.8 9.7 0.338 6.0
## 546 0.8 0.8 0.841 16.2
## 547 0.8 0.8 0.831 15.6
## 548 0.8 0.8 0.826 15.5
## 549 0.8 0.8 0.820 15.4
## 550 0.8 0.9 0.815 15.2
## 551 0.8 0.9 0.816 15.3
## 552 0.9 0.9 0.804 15.2
## 553 0.9 0.9 0.797 14.8
## 554 0.9 0.9 0.796 14.9
## 562 3.7 3.0 0.723 13.1
## 563 3.8 3.2 0.713 12.7
## 564 3.9 3.3 0.703 12.4
## 565 4.1 3.5 0.700 12.8
## 566 4.2 3.6 0.691 12.5
## 567 4.4 3.8 0.682 12.2
## 568 4.5 4.0 0.672 11.9
## 569 4.7 4.1 0.659 11.4
## 570 4.8 4.3 0.646 11.0
## 571 5.0 4.4 0.634 10.6
## 572 5.1 4.6 0.622 10.2
## 573 5.3 4.7 0.610 9.9
## 574 5.5 4.9 0.600 9.7
## 575 5.7 5.0 0.592 9.6
## 576 5.9 5.1 0.583 9.5
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## 579 2.1 1.9 0.712 13.3
## 580 2.1 1.9 0.707 13.2
## 581 2.2 2.0 0.700 13.0
## 582 2.2 2.0 0.695 12.8
## 583 2.2 2.0 0.691 12.4
## 584 2.3 2.0 0.683 12.2
## 585 2.3 2.1 0.675 11.9
## 586 2.3 2.1 0.669 11.5
## 587 2.4 2.1 0.658 11.1
## 588 2.4 2.2 0.658 11.3
## 589 2.5 2.2 0.659 11.6
## 590 2.5 2.3 0.656 11.5
## 591 2.5 2.3 0.653 11.4
## 592 2.6 2.3 0.650 11.3
## 594 6.8 6.6 0.497 11.1
## 595 6.8 6.6 0.490 10.9
## 596 6.9 6.7 0.484 10.8
## 597 7.0 6.8 0.479 10.6
## 598 7.1 6.9 0.476 10.5
## 599 7.2 7.0 0.465 10.3
## 600 7.2 7.1 0.461 10.2
## 601 7.3 7.2 0.459 10.0
## 602 7.4 7.3 0.451 9.9
## 603 7.5 7.4 0.434 9.7
## 604 7.5 7.5 0.000 9.5
## 605 7.6 7.6 0.000 9.2
## 627 1.7 1.7 0.768 13.9
## 628 1.7 1.7 0.762 13.7
## 629 1.8 1.7 0.758 13.6
## 630 1.8 1.7 0.752 13.4
## 631 1.8 1.8 0.749 13.3
## 632 1.9 1.8 0.747 13.1
## 633 1.9 1.8 0.740 12.9
## 634 1.9 1.9 0.734 12.8
## 635 2.0 1.9 0.727 12.6
## 636 2.0 2.0 0.723 12.4
## 637 2.1 2.0 0.719 12.2
## 638 2.2 2.1 0.715 12.1
## 639 2.2 2.2 0.712 11.9
## 640 2.3 2.2 0.708 11.7
## 641 2.4 2.3 0.702 11.6
## 643 1.5 1.5 0.820 15.1
## 644 1.5 1.5 0.817 14.9
## 645 1.5 1.5 0.815 14.6
## 646 1.6 1.5 0.808 14.5
## 647 1.6 1.6 0.803 14.2
## 648 1.7 1.6 0.803 14.2
## 649 1.7 1.7 0.800 14.3
## 650 1.8 1.7 0.793 14.3
## 675 0.9 1.0 0.850 14.0
## 676 0.9 1.0 0.850 13.8
## 677 0.9 1.0 0.850 13.8
## 678 0.9 1.0 0.847 13.8
## 679 0.9 1.0 0.853 14.6
## 680 0.9 1.0 0.849 14.1
## 681 0.9 1.0 0.844 13.7
## 682 0.9 1.0 0.836 13.5
## 683 0.9 1.0 0.829 13.4
## 684 0.9 1.0 0.826 13.5
## 685 0.9 1.0 0.823 13.4
## 686 0.9 1.0 0.815 13.0
## 687 0.9 1.0 0.805 12.5
## 688 0.9 1.0 0.800 12.4
## 689 0.9 1.0 0.798 12.5
## 755 5.6 5.4 0.467 6.3
## 756 5.6 5.4 0.464 6.3
## 757 5.6 5.5 0.460 6.3
## 758 5.6 5.5 0.451 5.9
## 759 5.6 5.6 0.441 5.5
## 760 5.7 5.6 0.436 5.3
## 761 5.7 5.6 0.427 5.0
## 762 5.8 5.7 0.416 4.5
## 772 3.3 3.2 0.712 13.2
## 773 3.3 3.2 0.709 13.2
## 774 3.3 3.2 0.706 13.1
## 775 3.3 3.2 0.703 13.0
## 776 3.3 3.3 0.697 12.9
## 777 3.4 3.3 0.695 12.9
## 778 3.4 3.3 0.692 12.8
## 779 3.4 3.4 0.685 12.7
## 780 3.5 3.4 0.677 12.6
## 781 3.5 3.4 0.668 12.6
## 782 3.6 3.5 0.666 12.5
## 783 3.6 3.5 0.665 12.4
## 784 3.7 3.6 0.660 12.3
## 785 3.8 3.6 0.656 12.3
## 786 3.8 3.7 0.651 12.2
## 788 1.2 1.1 0.737 14.0
## 789 1.3 1.1 0.725 13.4
## 790 1.3 1.2 0.717 13.3
## 791 1.3 1.2 0.710 13.2
## 792 1.3 1.2 0.703 13.1
## 793 1.3 1.2 0.702 13.1
## 794 1.3 1.2 0.698 13.0
## 795 1.4 1.3 0.696 12.9
## 796 1.4 1.3 0.693 12.8
## 797 1.4 1.3 0.688 12.8
## 798 1.5 1.3 0.682 12.7
## 799 1.5 1.4 0.679 12.6
## 800 1.5 1.4 0.675 12.5
## 801 1.6 1.5 0.670 12.4
## 802 1.6 1.5 0.668 12.4
## 820 1.6 1.6 0.676 13.2
## 821 1.6 1.6 0.675 13.2
## 822 1.6 1.6 0.670 13.2
## 823 1.7 1.6 0.666 13.0
## 824 1.7 1.6 0.662 12.9
## 825 1.7 1.6 0.662 12.8
## 826 1.8 1.7 0.659 13.4
## 827 1.8 1.7 0.657 12.9
## 828 1.8 1.7 0.651 12.9
## 829 1.9 1.8 0.644 12.7
## 830 1.9 1.8 0.636 12.4
## 831 2.0 1.9 0.628 12.0
## 832 2.0 1.9 0.621 11.8
## 833 2.1 2.0 0.615 11.6
## 834 2.1 2.0 0.607 11.3
## 836 8.5 8.4 0.582 9.2
## 855 8.8 8.7 0.405 5.0
## 856 8.9 8.8 0.404 5.1
## 857 9.0 8.9 0.402 5.2
## 858 9.1 9.1 0.406 5.2
## 859 9.2 9.2 0.405 5.3
## 860 9.3 9.3 0.405 5.3
## 861 9.4 9.5 0.000 5.4
## 862 9.6 9.6 0.000 5.0
## 863 9.7 9.7 0.000 4.7
## 864 9.9 9.9 0.000 4.4
## 868 1.9 1.9 0.860 16.5
## 869 1.9 1.9 0.856 16.5
## 870 1.9 1.9 0.850 16.5
## 871 1.9 2.0 0.838 16.4
## 872 1.9 2.0 0.833 16.2
## 873 2.0 2.0 0.836 16.1
## 874 2.0 2.1 0.835 16.1
## 875 2.0 2.1 0.829 16.1
## 876 2.1 2.2 0.822 16.1
## 877 2.1 2.2 0.812 15.9
## 878 2.2 2.3 0.805 15.7
## 884 1.5 1.3 0.435 8.4
## 885 1.6 1.4 0.427 8.4
## 886 1.7 1.5 0.422 8.4
## 887 1.9 1.6 0.411 8.2
## 888 11.0 1.7 0.401 8.1
## 889 11.1 1.8 0.393 8.1
## 890 11.2 1.9 0.378 7.6
## 891 11.3 11.0 0.362 7.1
## 900 4.0 3.7 0.727 15.2
## 901 4.0 3.7 0.719 15.0
## 902 4.0 3.7 0.714 14.9
## 903 4.0 3.7 0.709 14.7
## 904 4.0 3.7 0.706 14.6
## 905 4.0 3.7 0.704 14.5
## 906 4.0 3.7 0.700 14.3
## 907 4.1 3.8 0.698 14.2
## 908 4.1 3.8 0.695 14.0
## 909 4.1 3.8 0.699 13.9
## 910 4.2 3.9 0.691 13.4
## 911 4.2 3.9 0.689 13.3
## 912 4.2 3.9 0.687 13.3
## 913 4.3 4.0 0.683 13.2
## 914 4.3 4.0 0.681 13.1
## 932 0.6 0.6 0.890 16.2
## 933 0.6 0.6 0.887 16.2
## 934 0.6 0.6 0.885 16.1
## 935 0.6 0.6 0.882 16.1
## 936 0.6 0.6 0.879 16.0
## 937 0.6 0.6 0.879 16.0
## 938 0.6 0.6 0.877 16.1
## 939 0.6 0.6 0.873 16.1
## 940 0.6 0.6 0.870 16.1
## 941 0.6 0.6 0.860 15.5
## 942 0.6 0.6 0.857 15.5
## 943 0.6 0.6 0.852 15.4
## 944 0.7 0.6 0.851 15.5
## 945 0.7 0.6 0.849 15.6
## 946 0.7 0.6 0.844 15.7
## 948 6.1 6.0 0.687 12.6
## 949 6.2 6.1 0.678 12.5
## 950 6.3 6.2 0.669 12.5
## 951 6.4 6.3 0.664 12.5
## 952 6.5 6.4 0.660 12.5
## 953 6.7 6.5 0.652 12.4
## 954 6.8 6.6 0.651 12.4
## 955 6.9 6.8 0.645 12.4
## 956 7.1 6.9 0.646 12.4
## 957 7.2 7.1 0.640 12.4
## 980 2.7 2.8 0.759 13.5
## 981 2.7 2.8 0.755 13.5
## 982 2.6 2.8 0.749 13.4
## 983 2.6 2.8 0.742 13.3
## 984 2.6 2.8 0.738 13.3
## 985 2.6 2.8 0.734 12.8
## 986 2.6 2.8 0.735 13.1
## 987 2.7 2.9 0.722 12.5
## 988 2.7 2.9 0.714 12.6
## 989 2.8 2.9 0.703 12.2
## 990 2.8 3.0 0.694 12.0
## 991 2.9 3.0 0.684 11.8
## 992 2.9 3.0 0.677 11.8
## 993 3.0 3.1 0.673 11.7
## 994 3.1 3.1 0.000 11.4
## 996 1.1 1.1 0.920 17.0
## 997 1.1 1.1 0.919 16.9
## 998 1.1 1.1 0.916 16.9
## 999 1.1 1.1 0.912 16.8
## 1000 1.1 1.1 0.907 16.7
## 1001 1.1 1.1 0.906 16.7
## 1002 1.1 1.1 0.903 16.6
## 1003 1.1 1.1 0.898 16.6
## 1004 1.1 1.1 0.892 16.5
## 1005 1.1 1.1 0.884 16.4
## 1006 1.1 1.1 0.877 16.4
## 1007 1.1 1.1 0.872 16.3
## 1008 1.2 1.1 0.867 16.3
## 1009 1.2 1.1 0.860 16.2
## 1010 1.2 1.2 0.855 16.2
## 1012 6.4 6.3 0.576 11.7
## 1013 6.6 6.4 0.570 11.5
## 1014 6.7 6.6 0.563 11.2
## 1015 6.9 6.8 0.554 10.9
## 1016 7.1 7.0 0.547 10.5
## 1017 7.3 7.2 0.542 10.4
## 1018 7.5 7.4 0.530 9.8
## 1019 7.7 7.6 0.519 9.1
## 1020 7.9 7.9 0.510 8.7
## 1021 8.1 8.1 0.499 8.1
## 1022 8.4 8.3 0.491 7.7
## 1023 8.6 8.5 0.489 7.9
## 1024 8.8 8.8 0.484 7.6
## 1028 0.8 0.7 0.862 17.2
## 1029 0.8 0.7 0.860 17.1
## 1030 0.8 0.7 0.858 16.8
## 1031 0.8 0.7 0.860 16.7
## 1032 0.8 0.7 0.859 16.4
## 1033 0.8 0.7 0.857 16.2
## 1034 0.8 0.7 0.853 15.9
## 1035 0.8 0.7 0.855 16.4
## 1036 0.8 0.7 0.850 16.3
## 1037 0.8 0.7 0.839 15.6
## 1038 0.8 0.8 0.830 15.3
## 1039 0.8 0.8 0.823 15.2
## 1040 0.8 0.8 0.811 14.6
## 1041 0.9 0.8 0.801 14.2
## 1042 0.9 0.8 0.794 13.9
## 1060 1.2 1.2 0.614 10.7
## 1061 1.2 1.2 0.611 10.7
## 1062 1.2 1.2 0.616 10.6
## 1063 1.2 1.2 0.609 10.5
## 1064 1.3 1.3 0.602 10.5
## 1065 1.3 1.3 0.596 10.4
## 1066 1.3 1.3 0.589 10.4
## 1067 1.3 1.3 0.578 10.1
## 1068 1.4 1.4 0.570 9.8
## 1069 1.4 1.4 0.567 9.6
## 1076 7.5 7.4 0.412 8.6
## 1077 7.7 7.6 0.406 8.5
## 1078 7.8 7.8 0.396 8.5
## 1079 8.0 8.0 0.385 8.4
## 1080 8.2 8.2 0.380 8.3
## 1081 8.4 8.4 0.376 8.1
## 1082 8.6 8.6 0.371 7.9
## 1083 8.9 8.8 0.364 7.6
## 1092 7.3 7.1 0.419 9.2
## 1093 7.5 7.3 0.415 9.1
## 1094 7.7 7.5 0.416 9.1
## 1095 7.8 7.7 0.410 9.0
## 1096 8.0 7.9 0.405 8.9
## 1097 8.3 8.1 0.401 8.9
## 1108 5.5 5.3 0.636 10.3
## 1109 5.5 5.3 0.633 10.3
## 1110 5.6 5.3 0.630 10.6
## 1111 5.6 5.3 0.624 10.3
## 1112 5.6 5.3 0.618 10.2
## 1113 5.6 5.4 0.618 10.5
## 1114 5.6 5.4 0.618 10.7
## 1115 5.7 5.5 0.620 11.2
## 1116 5.7 5.5 0.622 11.7
## 1117 5.7 5.5 0.619 11.4
## 1118 5.8 5.6 0.613 11.2
## 1119 5.8 5.6 0.611 11.1
## 1120 5.9 5.7 0.609 11.0
## 1121 5.9 5.7 0.606 10.9
## 1124 3.9 3.9 0.487 9.1
## 1125 3.9 3.9 0.483 9.1
## 1140 2.1 2.1 0.618 11.4
## 1141 2.2 2.1 0.614 11.6
## 1142 2.2 2.1 0.614 11.6
## 1143 2.2 2.2 0.611 11.7
## 1144 2.3 2.2 0.606 11.5
## 1145 2.3 2.2 0.603 11.3
## 1146 2.3 2.3 0.597 11.1
## 1147 2.4 2.3 0.590 10.9
## 1148 2.4 2.4 0.583 10.8
## 1149 2.5 2.4 0.577 10.6
## 1150 2.6 2.5 0.571 10.4
## 1151 2.6 2.5 0.566 10.3
## 1152 2.7 2.6 0.561 10.1
## 1153 2.7 2.7 0.557 9.9
## 1154 2.8 2.7 0.551 9.8
## 1188 26.8 27.4 0.607 11.6
## 1189 26.8 27.5 0.599 11.5
## 1190 26.9 27.6 0.590 11.3
## 1191 26.9 27.7 0.580 10.8
## 1192 27.0 27.8 0.569 10.4
## 1193 27.0 27.8 0.563 10.5
## 1194 27.0 27.9 0.556 10.2
## 1195 27.1 28.0 0.546 9.9
## 1196 27.1 28.0 0.536 9.7
## 1197 27.2 28.1 0.526 9.4
## 1198 27.2 28.2 0.518 9.2
## 1204 1.4 1.2 0.682 12.9
## 1205 1.5 1.3 0.677 12.9
## 1206 1.5 1.4 0.669 12.6
## 1207 1.6 1.5 0.662 12.3
## 1208 1.6 1.5 0.656 12.1
## 1209 1.7 1.6 0.645 11.7
## 1210 1.7 1.7 0.641 11.7
## 1211 1.8 1.7 0.638 11.0
## 1212 1.8 1.8 0.632 10.9
## 1213 1.9 1.9 0.629 11.1
## 1214 1.9 1.9 0.624 11.0
## 1215 1.9 11.0 0.613 10.8
## 1216 11.0 11.1 0.608 10.6
## 1217 11.0 11.1 0.604 10.6
## 1218 11.0 11.2 0.597 10.7
## 1236 5.3 5.1 0.658 10.1
## 1237 5.3 5.1 0.659 10.3
## 1238 5.3 5.1 0.656 10.5
## 1239 5.3 5.1 0.649 10.4
## 1240 5.3 5.1 0.646 10.4
## 1241 5.4 5.1 0.643 10.3
## 1242 5.4 5.1 0.638 10.3
## 1243 5.4 5.1 0.636 10.2
## 1244 5.4 5.1 0.631 10.2
## 1245 5.4 5.2 0.628 10.1
## 1246 5.4 5.2 0.603 9.8
## 1252 0.3 0.2 0.910 18.6
## 1253 0.3 0.2 0.902 18.6
## 1254 0.3 0.2 0.895 18.5
## 1255 0.3 0.2 0.909 18.5
## 1256 0.3 0.2 0.907 18.2
## 1268 1.2 1.1 0.895 16.0
## 1269 1.2 1.1 0.891 15.9
## 1270 1.2 1.1 0.889 15.9
## 1271 1.2 1.1 0.883 15.8
## 1272 1.2 1.1 0.878 15.7
## 1273 1.2 1.1 0.876 15.6
## 1274 1.1 1.1 0.877 15.8
## 1275 1.1 1.1 0.872 15.7
## 1276 1.1 1.1 0.870 15.7
## 1277 1.1 1.1 0.866 15.8
## 1278 1.1 1.1 0.863 15.9
## 1279 1.1 1.1 0.863 16.0
## 1280 1.1 1.1 0.855 15.3
## 1281 1.1 1.1 0.850 15.1
## 1282 1.1 1.1 0.845 15.2
## 1284 0.6 0.6 0.877 16.3
## 1285 0.5 0.6 0.876 16.5
## 1286 0.5 0.6 0.877 16.6
## 1287 0.5 0.5 0.872 16.4
## 1288 0.5 0.5 0.869 16.4
## 1289 0.5 0.5 0.868 16.3
## 1290 0.5 0.5 0.866 16.3
## 1291 0.5 0.5 0.862 16.1
## 1292 0.5 0.5 0.856 16.0
## 1293 0.5 0.5 0.851 15.8
## 1294 0.5 0.5 0.846 15.6
## 1295 0.5 0.5 0.841 15.4
## 1296 0.5 0.5 0.836 15.2
## 1297 0.5 0.5 0.828 14.9
## 1298 0.5 0.5 0.823 14.8
## 1300 1.8 1.7 0.727 12.8
## 1301 1.8 1.7 0.727 12.8
## 1302 1.8 1.7 0.725 12.8
## 1303 1.8 1.7 0.722 12.8
## 1304 1.8 1.7 0.721 12.7
## 1305 1.9 1.7 0.721 12.7
## 1306 1.9 1.7 0.718 12.6
## 1307 1.9 1.7 0.714 12.5
## 1308 1.9 1.7 0.709 12.5
## 1309 1.9 1.7 0.706 12.4
## 1310 1.9 1.8 0.689 11.1
## 1311 1.9 1.8 0.694 11.9
## 1332 3.9 3.9 0.737 13.1
## 1333 3.9 3.9 0.737 13.1
## 1334 3.9 3.9 0.735 12.9
## 1335 3.8 3.9 0.737 13.1
## 1336 3.8 3.8 0.739 13.2
## 1337 3.8 3.8 0.742 13.6
## 1338 3.8 3.8 0.739 13.6
## 1339 3.8 3.8 0.736 13.6
## 1340 3.9 3.8 0.733 13.7
## 1341 3.9 3.8 0.730 13.8
## 1342 3.9 3.8 0.723 13.5
## 1343 3.9 3.9 0.717 13.2
## 1344 3.9 3.9 0.712 13.0
## 1345 4.0 3.9 0.706 12.7
## 1346 4.0 4.0 0.700 12.6
## 1348 2.4 2.5 0.789 15.0
## 1349 2.4 2.5 0.782 15.0
## 1350 2.4 2.5 0.774 14.7
## 1351 2.3 2.5 0.766 14.4
## 1352 2.3 2.5 0.763 14.5
## 1353 2.3 2.5 0.758 14.6
## 1354 2.4 2.5 0.758 14.6
## 1355 2.4 2.5 0.754 14.7
## 1356 2.4 2.5 0.747 14.3
## 1357 2.4 2.5 0.737 13.9
## 1358 2.5 2.6 0.725 13.5
## 1359 2.5 2.6 0.714 13.1
## 1360 2.6 2.6 0.700 12.7
## 1361 2.6 2.7 0.685 12.3
## 1362 2.7 2.7 0.676 12.1
## 1364 7.8 7.7 0.546 11.1
## 1365 7.9 7.7 0.541 11.1
## 1366 8.0 7.8 0.536 11.1
## 1367 8.1 7.9 0.530 11.1
## 1368 8.2 8.0 0.523 11.1
## 1369 8.2 8.1 0.514 10.7
## 1370 8.3 8.2 0.506 10.4
## 1371 8.4 8.3 0.494 10.1
## 1372 8.5 8.4 0.483 9.7
## 1373 8.6 8.5 0.474 9.6
## 1374 8.7 8.6 0.461 8.9
## 1375 8.8 8.8 0.450 8.2
## 1376 8.9 8.9 0.451 8.5
## 1380 0.1 0.1 0.597 11.9
## 1381 0.1 0.1 0.589 11.9
## 1382 0.1 0.1 0.581 11.9
## 1383 0.1 0.1 0.585 11.9
## 1384 0.1 0.1 0.584 11.9
## 1385 0.1 0.1 0.576 11.9
## 1386 0.2 0.1 0.572 11.6
## 1387 0.2 0.1 0.574 11.8
## 1388 0.2 0.1 0.576 12.1
## 1389 0.2 0.2 0.000 12.2
## 1390 0.2 0.2 0.000 12.4
## 1391 0.2 0.2 0.000 11.6
## 1392 0.2 0.2 0.000 11.7
## 1393 0.2 0.2 0.000 10.4
## 1394 0.2 0.2 0.000 10.0
## 1444 2.2 2.2 0.822 16.0
## 1445 2.2 2.2 0.814 15.4
## 1446 2.2 2.2 0.812 15.5
## 1447 2.2 2.3 0.810 15.8
## 1448 2.2 2.3 0.815 16.0
## 1449 2.3 2.3 0.821 16.4
## 1450 2.3 2.4 0.819 16.3
## 1451 2.4 2.4 0.814 16.2
## 1452 2.4 2.5 0.807 16.2
## 1453 2.5 2.5 0.791 15.9
## 1454 2.5 2.6 0.776 15.5
## 1455 2.6 2.6 0.761 15.2
## 1456 2.7 2.7 0.746 14.8
## 1457 2.8 2.8 0.728 14.2
## 1458 2.8 2.8 0.716 13.7
## 1460 4.8 4.9 0.763 13.3
## 1461 4.8 4.8 0.766 13.3
## 1462 4.8 4.8 0.763 13.3
## 1463 4.7 4.7 0.758 13.2
## 1464 4.7 4.7 0.752 13.3
## 1465 4.7 4.7 0.746 13.2
## 1466 4.7 4.7 0.740 13.1
## 1467 4.7 4.6 0.731 12.9
## 1468 4.7 4.6 0.733 13.2
## 1469 4.7 4.6 0.000 13.7
## 1470 4.7 4.6 0.000 14.2
## 1471 4.8 4.7 0.000 14.8
## 1472 4.8 4.7 0.000 15.2
## 1473 4.9 4.7 0.000 15.0
## 1474 4.9 4.8 0.000 14.9
## 1476 5.8 5.6 0.491 10.8
## 1477 6.1 5.9 0.484 11.1
## 1478 6.4 6.2 0.479 11.0
## 1479 6.8 6.6 0.469 11.0
## 1480 7.2 7.0 0.464 10.9
## 1481 7.6 7.4 0.453 10.8
## 1482 8.0 7.8 0.447 10.7
## 1483 8.4 8.3 0.440 10.6
## 1484 8.8 8.7 0.437 10.7
## 1485 9.3 9.2 0.437 10.7
## 1486 9.7 9.7 0.439 10.7
## 1487 1.2 1.1 0.440 10.5
## 1492 6.7 6.5 0.426 9.9
## 1493 6.8 6.7 0.419 9.8
## 1494 7.0 6.9 0.416 9.6
## 1495 7.2 7.0 0.406 9.5
## 1496 7.4 7.2 0.403 9.6
## 1497 7.6 7.4 0.400 9.7
## 1498 7.7 7.6 0.394 9.8
## 1524 2.6 2.7 0.841 16.5
## 1525 2.7 2.7 0.834 16.4
## 1526 2.7 2.7 0.830 16.5
## 1527 2.7 2.8 0.826 16.7
## 1528 2.8 2.8 0.824 16.8
## 1529 2.8 2.9 0.825 16.6
## 1530 2.9 2.9 0.820 16.5
## 1531 2.9 3.0 0.812 16.4
## 1532 3.0 3.0 0.807 16.4
## 1533 3.0 3.1 0.798 16.2
## 1534 3.1 3.1 0.792 16.3
## 1535 3.2 3.2 0.780 15.8
## 1536 3.3 3.3 0.770 15.3
## 1537 3.3 3.3 0.757 14.7
## 1538 3.4 3.4 0.745 14.0
## 1540 1.0 0.9 0.892 13.9
## 1541 0.9 0.9 0.892 13.9
## 1542 0.9 0.9 0.892 13.9
## 1543 0.9 0.9 0.894 13.9
## 1544 0.9 0.9 0.884 13.7
## 1545 0.9 0.9 0.888 13.5
## 1546 0.9 0.9 0.887 13.5
## 1547 0.9 0.9 0.877 13.5
## 1548 0.9 0.9 0.880 13.5
## 1549 1.0 0.9 0.874 13.5
## 1550 1.0 0.9 0.867 13.5
## 1551 1.0 0.9 0.865 13.6
## 1552 1.0 0.9 0.860 13.5
## 1553 1.0 1.0 0.854 13.4
## 1554 1.0 1.0 0.848 13.5
## 1556 7.2 7.1 0.509 10.3
## 1557 7.3 7.2 0.508 10.3
## 1558 7.4 7.3 0.506 10.2
## 1559 7.5 7.4 0.504 10.2
## 1560 7.6 7.5 0.503 10.2
## 1561 7.7 7.6 0.500 9.7
## 1562 7.8 7.7 0.491 9.4
## 1563 7.9 7.8 0.483 9.1
## 1564 8.0 7.9 0.478 9.0
## 1565 8.1 8.0 0.473 8.9
## 1566 8.2 8.1 0.466 8.7
## 1567 8.3 8.3 0.457 8.5
## 1568 8.5 8.4 0.462 8.3
## 1572 6.5 6.3 0.466 10.7
## 1573 6.5 6.4 0.459 10.7
## 1574 6.6 6.5 0.454 10.7
## 1575 6.7 6.6 0.444 10.6
## 1576 6.8 6.7 0.430 10.2
## 1577 6.9 6.8 0.415 9.9
## 1578 7.0 6.9 0.400 9.6
## 1579 7.1 7.0 0.387 9.7
## 1580 7.3 7.1 0.377 9.6
## 1581 7.4 7.2 0.371 9.7
## 1582 7.5 7.4 0.366 10.0
## 1583 7.6 7.5 0.362 10.3
## 1584 7.7 7.6 0.388 10.4
## 1588 7.6 7.4 0.783 13.0
## 1589 7.8 7.6 0.779 12.9
## 1590 7.9 7.7 0.776 12.9
## 1591 8.0 7.8 0.774 13.0
## 1592 8.2 8.0 0.764 12.8
## 1593 8.3 8.2 0.756 12.6
## 1594 8.5 8.3 0.747 12.5
## 1595 8.7 8.5 0.736 12.3
## 1596 8.8 8.6 0.732 12.7
## 1597 9.0 8.8 0.734 12.9
## 1598 9.2 8.9 0.731 12.7
## 1599 9.3 9.1 0.724 12.1
## 1600 9.5 9.3 0.723 12.0
## 1601 9.7 9.4 0.725 11.9
## 1602 9.8 9.6 0.715 11.6
## 1604 13.6 13.7 0.693 12.7
## 1605 13.7 13.8 0.683 12.4
## 1606 13.8 13.9 0.675 12.1
## 1607 13.9 14.0 0.663 11.8
## 1608 14.0 14.1 0.653 11.6
## 1609 14.1 14.2 0.651 11.8
## 1610 14.2 14.3 0.641 11.8
## 1611 14.3 14.4 0.632 11.9
## 1612 14.3 14.5 0.622 12.0
## 1613 14.4 14.5 0.625 12.1
## 1614 14.5 14.6 0.617 12.2
## 1615 14.6 14.7 0.601 11.8
## 1616 14.6 14.7 0.597 12.0
## 1617 14.7 14.8 0.587 11.8
## 1618 14.8 14.8 0.577 11.3
## 1620 7.9 7.7 0.430 8.2
## 1621 8.1 7.9 0.421 8.0
## 1622 8.3 8.1 0.411 7.7
## 1623 8.5 8.3 0.404 7.5
## 1624 8.8 8.5 0.396 7.3
## 1625 9.0 8.8 0.385 7.1
## 1626 9.2 9.0 0.360 5.8
## 1627 9.4 9.3 0.363 6.4
## 1628 9.7 9.5 0.350 6.1
## 1629 9.9 9.7 0.338 5.8
## 1630 1.1 1.0 0.333 5.5
## 1631 1.3 1.2 0.318 5.2
## 1636 0.8 0.8 0.847 14.3
## 1637 0.8 0.7 0.828 14.2
## 1638 0.8 0.7 0.821 14.1
## 1639 0.8 0.7 0.826 14.8
## 1640 0.8 0.7 0.819 14.6
## 1641 0.8 0.7 0.815 14.4
## 1642 0.7 0.7 0.813 14.6
## 1643 0.7 0.7 0.808 14.4
## 1644 0.7 0.7 0.809 14.8
## 1645 0.7 0.7 0.805 14.8
## 1646 0.7 0.7 0.797 14.2
## 1647 0.7 0.7 0.790 13.8
## 1653 8.0 7.7 0.509 8.5
## 1654 8.1 7.9 0.501 8.2
## 1655 8.3 8.1 0.491 7.8
## 1656 8.5 8.3 0.487 7.7
## 1657 8.7 8.5 0.484 7.6
## 1658 8.9 8.7 0.476 7.1
## 1659 9.2 8.9 0.475 7.2
## 1660 9.4 9.1 0.475 7.4
## 1661 9.6 9.4 0.466 7.2
## 1662 9.8 9.6 0.461 7.2
## 1669 7.0 6.9 0.769 14.7
## 1670 7.0 7.0 0.765 14.7
## 1671 7.1 7.0 0.756 14.3
## 1672 7.1 7.1 0.748 14.1
## 1673 7.2 7.2 0.740 14.0
## 1674 7.3 7.3 0.734 13.8
## 1675 7.4 7.3 0.728 13.6
## 1676 7.5 7.4 0.720 13.5
## 1677 7.6 7.5 0.713 13.4
## 1678 7.7 7.6 0.704 13.0
## 1679 7.8 7.7 0.696 12.8
## 1680 7.9 7.8 0.687 12.6
## 1681 7.9 7.9 0.683 12.5
## 1682 8.0 8.0 0.673 12.2
## 1683 8.1 8.1 0.667 12.1
## 1685 1.6 1.5 0.754 13.1
## 1686 1.6 1.5 0.753 12.9
## 1687 1.6 1.5 0.748 12.7
## 1688 1.6 1.6 0.745 12.6
## 1689 1.6 1.6 0.739 12.5
## 1690 1.7 1.6 0.738 12.5
## 1691 1.7 1.6 0.735 12.3
## 1692 1.7 1.7 0.731 12.3
## 1693 1.8 1.7 0.723 12.2
## 1694 1.8 1.7 0.719 12.2
## 1695 1.8 1.8 0.714 12.1
## 1696 1.9 1.8 0.708 11.9
## 1697 1.9 1.8 0.703 11.6
## 1698 1.9 1.9 0.700 11.6
## 1699 2.0 1.9 0.694 11.4
## 1718 2.2 2.3 0.729 14.8
## 1719 2.2 2.3 0.720 14.7
## 1720 2.2 2.3 0.712 14.7
## 1721 2.2 2.3 0.701 14.6
## 1722 2.2 2.3 0.693 14.3
## 1723 2.2 2.3 0.686 13.8
## 1724 2.2 2.3 0.673 13.4
## 1725 2.2 2.4 0.661 13.0
## 1726 2.2 2.4 0.649 12.7
## 1727 2.3 2.4 0.637 11.8
## 1728 2.3 2.4 0.621 11.2
## 1729 2.4 2.5 0.609 10.5
## 1730 2.4 2.5 0.599 10.1
## 1731 2.5 2.6 0.588 9.4
## 1732 2.6 2.6 0.582 8.9
## 1734 1.8 1.9 0.803 15.1
## 1735 1.8 1.9 0.799 15.1
## 1736 1.9 1.9 0.797 15.1
## 1737 1.9 2.0 0.792 15.1
## 1738 2.0 2.0 0.787 15.0
## 1739 2.0 2.1 0.785 14.6
## 1740 2.1 2.1 0.774 14.2
## 1741 2.1 2.2 0.762 13.6
## 1742 2.2 2.2 0.751 13.2
## 1750 6.4 6.2 0.640 12.1
## 1751 6.4 6.2 0.634 12.1
## 1752 6.3 6.2 0.623 11.6
## 1753 6.3 6.2 0.612 11.2
## 1754 6.3 6.2 0.603 10.7
## 1755 6.4 6.2 0.596 10.5
## 1756 6.4 6.3 0.589 10.3
## 1757 6.4 6.3 0.581 10.0
## 1758 6.4 6.3 0.575 10.0
## 1759 6.5 6.3 0.569 9.8
## 1760 6.5 6.4 0.561 9.6
## 1761 6.6 6.4 0.551 9.3
## 1762 6.6 6.5 0.540 8.8
## 1763 6.7 6.5 0.530 8.5
## 1764 6.7 6.6 0.519 8.0
## 1766 3.6 3.5 0.409 9.1
## 1767 3.6 3.5 0.405 9.1
## 1768 3.6 3.5 0.400 9.2
## 1769 3.7 3.6 0.397 9.5
## 1770 3.7 3.6 0.390 9.3
## 1771 3.7 3.6 0.382 9.2
## 1772 3.7 3.7 0.372 8.8
## 1773 3.8 3.7 0.360 8.2
## 1774 3.8 3.7 0.353 7.9
## 1775 3.9 3.8 0.341 7.3
## 1776 3.9 3.8 0.332 7.0
## 1777 4.0 3.9 0.318 6.7
## 1778 4.0 4.0 0.311 6.2
## 1779 4.1 4.0 0.298 5.8
## 1782 12.9 13.1 0.547 9.1
## 1783 12.9 13.2 0.540 9.1
## 1784 13.0 13.2 0.533 9.1
## 1785 13.0 13.3 0.526 9.1
## 1786 13.1 13.3 0.515 8.8
## 1787 13.1 13.4 0.504 8.5
## 1788 13.2 13.4 0.493 8.2
## 1789 13.2 13.5 0.484 8.1
## 1790 13.2 13.5 0.474 8.0
## 1791 13.2 13.6 0.465 7.9
## 1792 13.3 13.6 0.455 7.8
## 1793 13.3 13.6 0.445 7.7
## 1798 8.6 8.5 0.632 11.7
## 1799 9.0 8.9 0.625 11.6
## 1800 9.5 9.4 0.619 11.5
## 1801 9.9 9.9 0.612 11.5
## 1802 1.4 1.4 0.604 11.4
## 1815 15.9 16.3 0.551 12.4
## 1816 16.1 16.5 0.545 12.3
## 1817 16.3 16.7 0.538 12.3
## 1818 16.5 16.9 0.529 12.0
## 1819 16.7 17.2 0.515 11.1
## 1820 16.9 17.4 0.502 10.5
## 1821 17.0 17.6 0.492 10.1
## 1822 17.2 17.8 0.486 10.0
## 1823 17.4 18.0 0.476 9.6
## 1824 17.6 18.2 0.469 9.4
## 1825 17.8 18.4 0.463 9.3
## 1826 18.0 18.6 0.457 9.2
## 1831 1.0 0.9 0.923 18.1
## 1832 1.0 0.9 0.922 18.1
## 1833 1.0 0.9 0.921 18.1
## 1834 1.0 0.9 0.911 17.2
## 1863 1.8 1.7 0.636 11.6
## 1864 1.8 1.7 0.630 11.5
## 1865 1.8 1.7 0.625 11.5
## 1866 1.8 1.8 0.620 11.5
## 1867 1.9 1.8 0.614 11.4
## 1868 1.9 1.8 0.613 11.3
## 1869 1.9 1.8 0.607 11.1
## 1870 2.0 1.9 0.601 11.0
## 1871 2.0 1.9 0.597 11.0
## 1872 2.0 1.9 0.592 11.0
## 1873 2.1 2.0 0.587 11.0
## 1874 2.1 2.0 0.583 11.0
## 1875 2.2 2.1 0.577 10.7
## 1876 2.2 2.1 0.570 10.4
## 1877 2.2 2.1 0.562 10.1
## 1879 9.8 9.6 0.345 5.3
## 1880 1.0 9.9 0.341 5.3
## 1881 1.3 1.1 0.331 5.1
## 1882 1.5 1.3 0.323 4.8
## 1883 1.7 1.6 0.312 4.5
## 1884 11.0 1.8 0.307 4.2
## 1895 1.1 9.9 0.521 10.0
## 1896 1.4 1.2 0.514 9.8
## 1897 1.7 1.6 0.507 9.7
## 1898 11.0 1.9 0.500 9.6
## 1899 11.3 11.2 0.492 9.5
## 1900 11.7 11.6 0.487 9.3
## 1901 12.0 11.9 0.481 9.2
## 1902 12.3 12.3 0.477 9.1
## 1903 12.6 12.6 0.466 9.0
## 1904 12.9 12.9 0.463 8.9
## 1944 19.4 19.8 0.542 7.8
## 1945 19.6 2.0 0.538 7.7
## 1946 19.8 2.2 0.529 7.6
## 1947 2.0 2.4 0.525 7.5
## 1948 2.2 2.7 0.521 7.5
## 1949 2.5 2.9 0.514 7.3
## 1950 2.7 21.1 0.513 7.3
## 1951 2.8 21.3 0.505 6.7
## 1952 21.0 21.5 0.501 6.5
## 1953 21.2 21.7 0.487 6.1
## 1954 21.4 21.8 0.474 5.6
## 1955 21.6 22.0 0.465 5.6
## 1961 1.9 1.8 0.780 13.0
## 1962 1.9 1.9 0.773 12.9
## 1963 1.9 1.9 0.765 12.8
## 1964 2.0 1.9 0.758 12.9
## 1965 2.0 1.9 0.756 12.8
## 1966 2.0 1.9 0.755 12.8
## 1967 2.0 2.0 0.750 12.8
## 1968 2.1 2.0 0.743 12.9
## 1969 2.1 2.0 0.744 12.9
## 1970 2.1 2.1 0.740 12.9
## 1971 2.2 2.1 0.733 12.8
## 1972 2.2 2.2 0.728 12.8
## 1973 2.3 2.2 0.725 12.6
## 1974 2.3 2.3 0.721 12.4
## 1977 1.3 1.3 0.511 10.0
## 1978 1.3 1.3 0.506 10.0
## 1979 1.3 1.3 0.501 9.9
## 1980 1.3 1.3 0.494 9.9
## 1981 1.4 1.3 0.485 9.6
## 1982 1.4 1.3 0.477 9.2
## 1983 1.4 1.3 0.469 8.9
## 1984 1.4 1.3 0.461 8.6
## 1985 1.4 1.4 0.454 8.2
## 1986 1.4 1.4 0.446 7.9
## 1987 1.5 1.4 0.439 7.6
## 1988 1.5 1.4 0.433 7.2
## 1989 1.5 1.5 0.428 6.9
## 1990 1.5 1.5 0.422 6.6
## 1991 1.6 1.5 0.418 6.2
## 1993 2.0 1.9 0.688 12.3
## 1994 2.0 1.9 0.679 12.3
## 1995 2.0 2.0 0.679 12.3
## 1996 2.1 2.0 0.675 12.3
## 1997 2.1 2.0 0.664 12.4
## 1998 2.1 2.0 0.663 12.1
## 1999 2.1 2.1 0.654 11.9
## 2000 2.2 2.1 0.649 12.0
## 2001 2.2 2.2 0.648 12.1
## 2002 2.3 2.2 0.646 12.3
## 2003 2.3 2.2 0.639 12.1
## 2004 2.4 2.3 0.642 12.7
## 2009 1.1 1.1 0.735 13.4
## 2010 1.1 1.1 0.731 13.4
## 2011 1.1 1.1 0.725 13.4
## 2012 1.1 1.1 0.721 13.4
## 2013 1.1 1.1 0.708 13.3
## 2014 1.2 1.2 0.706 13.3
## 2015 1.2 1.2 0.700 13.2
## 2016 1.2 1.2 0.696 13.2
## 2017 1.2 1.2 0.693 13.0
## 2018 1.3 1.3 0.692 13.0
## 2019 1.3 1.3 0.685 12.8
## 2020 1.3 1.3 0.686 13.3
## 2025 1.0 9.7 0.676 11.7
## 2026 1.0 9.7 0.671 11.7
## 2027 1.0 9.7 0.666 11.6
## 2028 1.0 9.7 0.669 11.5
## 2029 1.0 9.7 0.662 11.4
## 2030 1.0 9.7 0.661 11.7
## 2031 1.0 9.7 0.655 11.5
## 2032 1.0 9.7 0.648 11.4
## 2033 1.0 9.7 0.646 11.5
## 2034 1.0 9.7 0.642 11.6
## 2035 1.0 9.7 0.636 11.6
## 2036 1.0 9.7 0.631 11.6
## 2037 1.0 9.7 0.625 11.4
## 2038 1.0 9.7 0.622 11.4
## 2039 1.0 9.6 0.618 11.4
## 2041 1.9 2.1 0.850 16.4
## 2042 2.0 2.1 0.838 15.4
## 2043 2.0 2.1 0.834 15.3
## 2044 2.0 2.2 0.829 15.4
## 2045 2.1 2.2 0.822 15.1
## 2046 2.1 2.3 0.818 15.1
## 2047 2.2 2.3 0.813 15.0
## 2048 2.2 2.4 0.808 15.0
## 2049 2.3 2.4 0.803 15.0
## 2050 2.3 2.5 0.797 14.8
## 2051 2.4 2.5 0.800 15.5
## 2052 2.4 2.6 0.796 15.3
## 2053 2.5 2.6 0.790 15.0
## 2054 2.5 2.7 0.784 14.7
## 2055 2.5 2.8 0.777 14.6
## 2057 0.7 0.5 0.837 16.8
## 2058 0.7 0.5 0.827 16.3
## 2059 0.7 0.5 0.824 16.3
## 2060 0.7 0.5 0.818 16.2
## 2061 0.7 0.5 0.812 16.0
## 2062 0.7 0.5 0.809 16.0
## 2063 0.7 0.5 0.804 15.8
## 2064 0.7 0.5 0.797 15.4
## 2065 0.7 0.5 0.793 15.4
## 2066 0.7 0.6 0.790 15.4
## 2067 0.7 0.6 0.792 15.9
## 2068 0.7 0.6 0.789 15.8
## 2069 0.8 0.6 0.788 15.9
## 2070 0.8 0.6 0.782 15.7
## 2071 0.8 0.6 0.777 15.5
## 2121 2.6 2.8 0.797 14.7
## 2122 2.7 2.9 0.794 14.7
## 2123 2.8 3.0 0.797 15.3
## 2124 2.9 3.1 0.798 15.7
## 2125 3.0 3.2 0.797 15.8
## 2126 3.0 3.3 0.795 15.4
## 2127 3.1 3.5 0.780 14.7
## 2128 3.2 3.6 0.766 14.1
## 2129 3.2 3.7 0.755 13.7
## 2130 3.3 3.8 0.745 13.4
## 2131 3.4 3.9 0.733 12.9
## 2132 3.5 4.0 0.722 12.5
## 2133 3.7 4.1 0.714 12.0
## 2134 3.8 4.2 0.708 11.7
## 2135 4.0 4.3 0.703 11.5
## 2137 2.3 2.3 0.803 14.9
## 2138 2.3 2.3 0.799 14.6
## 2139 2.3 2.4 0.792 14.3
## 2140 2.3 2.4 0.785 14.0
## 2141 2.3 2.5 0.773 13.7
## 2142 2.3 2.5 0.776 14.0
## 2143 2.3 2.5 0.769 13.9
## 2144 2.4 2.6 0.761 13.8
## 2145 2.4 2.7 0.754 13.8
## 2146 2.4 2.7 0.748 13.7
## 2147 2.5 2.8 0.741 13.6
## 2148 2.6 2.8 0.733 13.2
## 2149 2.7 2.9 0.727 12.8
## 2150 2.8 3.0 0.720 12.5
## 2153 5.8 5.8 0.488 10.8
## 2154 5.9 5.9 0.485 10.8
## 2155 6.1 6.1 0.475 10.5
## 2156 6.3 6.2 0.464 10.2
## 2157 6.5 6.3 0.454 10.0
## 2158 6.6 6.4 0.447 10.2
## 2159 6.7 6.6 0.438 10.4
## 2160 6.8 6.7 0.424 10.1
## 2161 6.8 6.8 0.404 9.3
## 2162 6.8 7.0 0.388 8.8
## 2163 6.9 7.1 0.371 8.2
## 2164 7.0 7.3 0.359 7.6
## 2165 7.2 7.4 0.343 7.2
## 2202 0.2 0.1 0.701 12.9
## 2203 0.2 0.1 0.700 12.9
## 2204 0.2 0.1 0.698 12.9
## 2205 0.2 0.1 0.693 12.9
## 2206 0.2 0.2 0.690 12.9
## 2207 0.2 0.2 0.691 12.9
## 2208 0.2 0.2 0.688 12.9
## 2209 0.2 0.2 0.682 12.9
## 2210 0.2 0.2 0.677 12.7
## 2211 0.2 0.2 0.671 12.6
## 2212 0.2 0.2 0.665 12.4
## 2213 0.2 0.2 0.659 12.3
## 2214 0.2 0.2 0.653 12.1
## 2215 0.2 0.2 0.645 12.0
## 2216 0.2 0.2 0.640 12.1
## 2219 5.6 5.4 0.562 11.1
## 2220 5.7 5.5 0.559 11.0
## 2221 5.9 5.7 0.553 10.8
## 2222 6.0 5.9 0.546 10.6
## 2223 6.1 6.0 0.542 10.6
## 2224 6.3 6.2 0.533 10.1
## 2225 6.5 6.4 0.531 10.4
## 2226 6.7 6.6 0.527 10.3
## 2227 6.9 6.8 0.521 10.2
## 2228 7.0 7.0 0.514 10.0
## 2229 7.2 7.2 0.509 9.8
## 2230 7.4 7.4 0.504 9.7
## 2251 9.7 9.5 0.483 9.1
## 2252 9.9 9.7 0.474 8.7
## 2253 1.0 9.9 0.463 8.3
## 2254 1.2 1.1 0.455 7.9
## 2255 1.4 1.3 0.449 7.7
## 2256 1.6 1.5 0.444 7.5
## 2257 1.8 1.7 0.435 7.1
## 2258 11.0 1.9 0.425 6.8
## 2259 11.2 11.1 0.422 6.6
## 2260 11.4 11.3 0.415 6.4
## 2261 11.6 11.5 0.408 6.2
## 2267 2.1 2.1 0.771 14.3
## 2268 2.1 2.1 0.766 14.1
## 2269 2.1 2.1 0.767 14.0
## 2270 2.2 2.2 0.757 13.5
## 2271 2.2 2.3 0.755 13.6
## 2272 2.3 2.3 0.754 13.6
## 2273 2.3 2.4 0.749 13.5
## 2274 2.4 2.4 0.743 13.5
## 2275 2.5 2.5 0.739 13.4
## 2276 2.5 2.6 0.730 13.2
## 2277 2.6 2.6 0.720 13.1
## 2283 5.7 6.0 0.766 13.2
## 2284 5.7 6.1 0.762 13.5
## 2285 5.7 6.1 0.755 13.5
## 2286 5.7 6.1 0.744 13.3
## 2287 5.8 6.2 0.740 13.2
## 2288 5.8 6.2 0.739 13.2
## 2289 5.9 6.3 0.739 13.2
## 2290 5.9 6.3 0.733 13.1
## 2291 5.9 6.3 0.728 13.1
## 2292 6.0 6.4 0.712 12.1
## 2293 6.0 6.4 0.715 12.3
## 2294 6.1 6.5 0.713 12.1
## 2295 6.1 6.6 0.712 12.1
## 2296 6.2 6.6 0.714 12.2
## 2297 6.3 6.7 0.000 12.3
## 2299 7.5 7.4 0.426 9.5
## 2300 7.7 7.6 0.413 9.3
## 2301 7.9 7.8 0.401 9.1
## 2302 8.1 8.0 0.392 8.9
## 2303 8.3 8.2 0.384 8.7
## 2304 8.5 8.4 0.375 8.5
## 2305 8.7 8.7 0.367 8.3
## 2306 8.9 8.9 0.357 8.2
## 2363 1.1 1.2 0.512 9.6
## 2364 1.1 1.2 0.509 9.5
## 2365 1.2 1.2 0.505 9.4
## 2366 1.2 1.2 0.497 9.4
## 2367 1.2 1.2 0.492 9.3
## 2368 1.2 1.2 0.494 9.3
## 2369 1.2 1.2 0.489 9.2
## 2370 1.2 1.2 0.482 9.0
## 2371 1.3 1.3 0.470 8.4
## 2372 1.3 1.3 0.465 8.3
## 2373 1.3 1.3 0.459 8.1
## 2374 1.3 1.3 0.453 8.0
## 2375 1.4 1.4 0.446 7.3
## 2376 1.4 1.4 0.442 6.6
## 2377 1.4 1.4 0.455 7.2
## 2395 4.9 5.9 0.660 13.0
## 2396 5.4 6.5 0.652 12.8
## 2397 6.0 7.3 0.644 12.8
## 2398 6.6 8.0 0.638 12.8
## 2399 7.3 8.9 0.630 12.8
## 2400 8.1 9.8 0.622 12.8
## 2401 8.9 1.7 0.616 12.9
## 2402 9.7 11.7 0.612 12.9
## 2403 1.6 12.8 0.609 12.9
## 2404 11.6 13.9 0.609 12.9
## 2405 12.6 15.0 0.611 12.9
## 2406 13.5 16.1 0.613 12.9
## 2407 14.5 17.1 0.620 12.9
## 2408 15.4 18.1 0.629 13.0
## 2409 16.3 19.1 0.635 13.0
## 2427 0.6 0.5 0.877 17.6
## 2428 0.6 0.5 0.874 17.5
## 2429 0.6 0.5 0.871 17.2
## 2430 0.6 0.5 0.867 16.9
## 2431 0.6 0.5 0.860 16.4
## 2432 0.6 0.5 0.858 16.3
## 2433 0.6 0.5 0.854 16.1
## 2434 0.6 0.5 0.849 16.0
## 2435 0.6 0.5 0.844 15.9
## 2436 0.6 0.5 0.837 15.8
## 2437 0.6 0.5 0.833 15.6
## 2438 0.6 0.5 0.830 15.6
## 2439 0.6 0.5 0.828 15.7
## 2440 0.6 0.5 0.825 15.7
## 2441 0.6 0.5 0.820 15.7
## 2443 15.2 15.0 0.760 14.0
## 2444 15.2 15.1 0.757 13.8
## 2445 15.3 15.2 0.752 13.7
## 2446 15.3 15.3 0.746 13.6
## 2447 15.3 15.3 0.739 13.5
## 2448 15.3 15.4 0.735 13.4
## 2449 15.4 15.4 0.731 13.3
## 2450 15.4 15.5 0.725 13.2
## 2451 15.4 15.5 0.718 13.1
## 2452 15.4 15.5 0.712 12.9
## 2453 15.4 15.5 0.705 12.8
## 2454 15.4 15.5 0.697 12.7
## 2475 3.5 3.5 0.722 12.7
## 2476 3.5 3.5 0.719 12.7
## 2477 3.5 3.4 0.708 12.7
## 2478 3.5 3.4 0.704 12.5
## 2479 3.5 3.4 0.700 12.3
## 2480 3.5 3.4 0.696 12.1
## 2481 3.5 3.4 0.691 11.9
## 2482 3.5 3.4 0.684 11.7
## 2483 3.5 3.4 0.678 11.5
## 2484 3.5 3.4 0.672 11.3
## 2491 4.3 4.3 0.541 11.4
## 2492 4.5 4.6 0.539 11.4
## 2493 4.8 4.9 0.534 11.3
## 2494 5.1 5.2 0.526 11.2
## 2495 5.4 5.6 0.523 11.0
## 2496 5.8 5.9 0.519 10.8
## 2497 6.1 6.3 0.514 10.6
## 2498 6.5 6.7 0.508 10.5
## 2499 6.9 7.1 0.502 9.9
## 2500 7.3 7.5 0.495 9.7
## 2501 7.7 7.9 0.492 9.4
## 2502 8.2 8.4 0.493 9.1
## 2503 8.6 8.8 0.502 9.2
## 2504 9.0 9.2 0.506 9.3
## 2505 9.4 9.6 0.516 9.4
## 2507 1.5 1.3 0.906 15.8
## 2508 1.4 1.3 0.904 15.8
## 2509 1.4 1.3 0.903 15.8
## 2510 1.4 1.3 0.901 16.0
## 2546 6.4 6.2 0.644 11.5
## 2547 6.4 6.3 0.636 11.4
## 2548 6.5 6.3 0.624 11.0
## 2549 6.5 6.3 0.610 10.6
## 2550 6.6 6.4 0.599 10.3
## 2551 6.6 6.5 0.596 10.2
## 2552 6.7 6.5 0.589 10.1
## 2553 6.8 6.6 0.588 10.0
## 2555 3.6 3.7 0.622 11.3
## 2556 3.6 3.7 0.617 11.2
## 2557 3.6 3.7 0.613 11.1
## 2558 3.7 3.7 0.608 11.1
## 2559 3.7 3.8 0.603 11.1
## 2560 3.7 3.8 0.601 11.1
## 2561 3.8 3.8 0.592 10.8
## 2562 3.8 3.8 0.586 10.9
## 2563 3.8 3.9 0.579 10.7
## 2564 3.8 3.9 0.572 10.6
## 2565 3.9 3.9 0.563 10.5
## 2566 4.0 4.0 0.553 10.1
## 2567 4.0 4.0 0.543 9.8
## 2571 7.8 7.8 0.737 13.6
## 2572 7.9 7.9 0.733 13.6
## 2573 8.0 8.1 0.729 13.7
## 2574 8.1 8.2 0.720 13.3
## 2575 8.2 8.3 0.711 13.1
## 2576 8.3 8.5 0.706 13.0
## 2577 8.5 8.6 0.700 12.9
## 2578 8.6 8.8 0.687 12.3
## 2579 8.7 8.9 0.686 12.4
## 2580 8.9 9.1 0.682 12.0
## 2581 9.0 9.2 0.674 11.9
## 2582 9.1 9.3 0.666 11.8
## 2583 9.2 9.5 0.657 11.5
## 2584 9.3 9.6 0.649 11.2
## 2585 9.4 9.7 0.640 10.9
## 2603 1.9 11.1 0.612 12.5
## 2604 11.1 11.2 0.620 12.5
## 2605 11.2 11.3 0.618 12.5
## 2606 11.3 11.4 0.607 12.5
## 2607 11.5 11.5 0.599 12.4
## 2608 11.6 11.6 0.599 12.1
## 2609 11.7 11.7 0.566 11.7
## 2619 6.6 6.4 0.475 12.0
## 2620 6.8 6.6 0.470 12.0
## 2621 7.0 6.8 0.464 12.0
## 2622 7.1 7.0 0.457 11.5
## 2623 7.3 7.2 0.449 11.0
## 2624 7.5 7.4 0.442 10.6
## 2625 7.7 7.6 0.441 10.1
## 2635 0.1 0.1 0.716 14.3
## 2636 0.1 0.1 0.718 14.3
## 2637 0.1 0.1 0.717 14.4
## 2638 0.1 0.1 0.712 14.4
## 2639 0.1 0.1 0.707 14.4
## 2640 0.1 0.1 0.703 14.5
## 2641 0.1 0.1 0.698 14.5
## 2642 0.1 0.1 0.698 14.5
## 2643 0.1 0.1 0.695 14.6
## 2644 0.1 0.1 0.694 14.6
## 2645 0.1 0.1 0.693 14.6
## 2646 0.1 0.1 0.683 13.7
## 2647 0.1 0.1 0.679 13.5
## 2648 0.1 0.1 0.674 13.2
## 2649 0.1 0.1 0.676 13.7
## 2651 5.8 6.0 0.778 12.7
## 2652 5.8 6.0 0.773 12.7
## 2653 5.9 6.1 0.772 12.6
## 2654 5.9 6.2 0.774 12.6
## 2655 5.9 6.3 0.772 12.5
## 2656 6.0 6.4 0.773 12.5
## 2657 6.1 6.4 0.767 12.4
## 2658 6.1 6.5 0.760 12.4
## 2659 6.2 6.6 0.751 12.3
## 2660 6.3 6.7 0.745 12.3
## 2661 6.3 6.8 0.736 12.2
## 2662 6.4 6.9 0.729 12.0
## 2663 6.5 7.0 0.721 11.9
## 2667 6.5 6.4 0.722 14.7
## 2668 6.4 6.3 0.720 14.7
## 2669 6.4 6.3 0.717 14.6
## 2670 6.4 6.3 0.714 14.5
## 2671 6.3 6.3 0.710 14.4
## 2672 6.3 6.3 0.706 14.4
## 2673 6.3 6.3 0.701 14.3
## 2674 6.3 6.3 0.695 14.3
## 2675 6.3 6.3 0.689 14.2
## 2676 6.4 6.3 0.683 13.9
## 2677 6.4 6.3 0.673 13.6
## 2678 6.4 6.3 0.667 13.5
## 2679 6.5 6.4 0.662 13.3
## 2680 6.5 6.4 0.654 13.1
## 2681 6.6 6.5 0.646 12.8
## 2683 4.9 4.7 0.759 14.5
## 2684 4.9 4.7 0.754 14.4
## 2685 4.9 4.7 0.750 14.3
## 2686 4.9 4.7 0.737 13.8
## 2687 4.9 4.7 0.715 13.0
## 2688 4.9 4.8 0.709 12.5
## 2689 5.0 4.8 0.705 12.5
## 2690 5.0 4.8 0.697 12.3
## 2691 5.0 4.8 0.687 11.9
## 2692 5.0 4.9 0.681 11.9
## 2693 5.1 4.9 0.675 12.0
## 2694 5.1 5.0 0.668 11.9
## 2695 5.2 5.0 0.658 11.5
## 2696 5.2 5.1 0.653 11.1
## 2697 5.3 5.2 0.641 10.7
## 2699 3.3 3.3 0.683 10.8
## 2700 3.2 3.3 0.678 10.7
## 2701 3.2 3.3 0.672 10.7
## 2702 3.2 3.3 0.665 10.6
## 2703 3.2 3.3 0.000 10.6
## 2704 3.2 3.3 0.000 10.5
## 2705 3.2 3.3 0.000 10.5
## 2706 3.3 3.3 0.000 10.4
## 2707 3.3 3.3 0.000 10.4
## 2708 3.4 3.4 0.000 10.3
## 2709 3.4 3.4 0.000 10.3
## 2710 3.5 3.4 0.000 10.3
## 2711 3.5 3.5 0.000 10.2
## 2716 5.7 5.6 0.483 10.0
## 2717 5.7 5.7 0.478 10.0
## 2718 5.8 5.8 0.477 10.0
## 2719 5.9 5.9 0.477 10.7
## 2720 6.0 6.0 0.473 10.9
## 2721 6.1 6.1 0.464 10.8
## 2722 6.2 6.2 0.453 10.6
## 2723 6.3 6.3 0.442 10.3
## 2724 6.4 6.4 0.434 10.6
## 2725 6.5 6.5 0.429 10.9
## 2726 6.6 6.6 0.427 11.6
## 2727 6.7 6.7 0.418 11.5
## 2728 6.8 6.8 0.404 11.0
## 2732 2.3 2.4 0.746 15.2
## 2733 2.3 2.4 0.744 15.2
## 2734 2.4 2.4 0.739 15.1
## 2735 2.4 2.5 0.734 14.9
## 2736 2.4 2.5 0.728 14.9
## 2737 2.5 2.6 0.734 14.9
## 2738 2.5 2.6 0.730 14.9
## 2739 2.5 2.7 0.723 14.8
## 2740 2.6 2.7 0.716 14.7
## 2741 2.7 2.8 0.707 14.5
## 2742 2.7 2.8 0.700 14.6
## 2743 2.8 2.9 0.691 14.3
## 2744 2.9 3.0 0.683 13.9
## 2745 2.9 3.0 0.673 13.2
## 2746 3.0 3.1 0.669 13.3
## 2812 1.5 1.4 0.791 15.5
## 2813 1.5 1.4 0.788 15.5
## 2814 1.5 1.5 0.784 15.5
## 2815 1.5 1.5 0.780 15.5
## 2816 1.5 1.5 0.777 15.6
## 2817 1.5 1.5 0.774 15.5
## 2818 1.6 1.5 0.770 15.7
## 2819 1.6 1.5 0.760 15.3
## 2820 1.6 1.6 0.756 15.2
## 2821 1.6 1.6 0.753 15.5
## 2822 1.7 1.6 0.750 15.5
## 2823 1.7 1.6 0.747 15.0
## 2824 1.7 1.7 0.746 14.7
## 2825 1.8 1.7 0.742 14.2
## 2826 1.8 1.7 0.738 14.0
## 2828 3.0 3.1 0.690 12.1
## 2829 3.0 3.1 0.681 12.0
## 2830 3.0 3.1 0.673 12.0
## 2831 3.0 3.1 0.664 12.0
## 2832 3.0 3.1 0.657 11.9
## 2833 3.1 3.1 0.651 11.8
## 2834 3.1 3.1 0.644 11.9
## 2835 3.1 3.1 0.631 11.8
## 2836 3.2 3.2 0.626 11.8
## 2837 3.2 3.2 0.620 11.7
## 2838 3.2 3.2 0.613 11.6
## 2839 3.3 3.3 0.607 11.3
## 2840 3.3 3.3 0.600 11.0
## 2844 1.5 1.4 0.596 10.8
## 2845 1.5 1.4 0.591 10.8
## 2846 1.5 1.4 0.592 10.8
## 2847 1.5 1.4 0.591 10.8
## 2848 1.5 1.4 0.590 10.8
## 2849 1.5 1.5 0.589 10.7
## 2850 1.5 1.5 0.582 10.7
## 2851 1.6 1.5 0.579 10.7
## 2852 1.6 1.5 0.572 10.6
## 2853 1.6 1.5 0.000 10.6
## 2854 1.6 1.5 0.000 10.7
## 2855 1.6 1.6 0.000 10.4
## 2856 1.7 1.6 0.000 10.2
## 2857 1.7 1.6 0.000 10.1
## 2858 1.7 1.7 0.000 9.6
## 2908 6.3 6.2 0.570 12.5
## 2909 6.4 6.2 0.565 12.5
## 2910 6.5 6.3 0.554 12.3
## 2911 6.6 6.4 0.543 12.0
## 2912 6.7 6.5 0.533 11.8
## 2913 6.7 6.6 0.518 11.6
## 2914 6.8 6.7 0.504 11.4
## 2915 6.9 6.8 0.492 11.1
## 2916 7.0 6.9 0.479 10.9
## 2917 7.1 7.0 0.467 10.7
## 2924 5.9 5.7 0.498 10.3
## 2925 6.2 6.0 0.488 10.4
## 2926 6.5 6.4 0.464 9.8
## 2927 6.8 6.7 0.452 10.1
## 2928 7.1 7.0 0.436 10.0
## 2929 7.5 7.4 0.419 9.9
## 2930 7.8 7.8 0.421 9.7
## 2931 8.2 8.2 0.414 9.6
## 2932 8.6 8.6 0.408 9.5
## 2933 9.0 9.0 0.406 9.3
## 2934 9.4 9.4 0.407 9.2
## 2935 9.8 9.9 0.418 9.5
## 2936 1.2 1.3 0.427 10.0
## 2937 1.6 1.7 0.427 9.8
## 2938 11.0 11.2 0.434 9.8#Correlation analysis:
cor(New_data)## Year Status Lifeexpectancy
## Year 1.000000000 -0.03413805 0.05077103
## Status -0.034138052 1.00000000 0.44279758
## Lifeexpectancy 0.050771035 0.44279758 1.00000000
## AdultMortality -0.037091782 -0.27817285 -0.70252306
## infantdeaths 0.008029128 -0.10875692 -0.16907380
## Alcohol -0.113364764 0.60778179 0.40271832
## percentageexpenditure 0.069553468 0.46168832 0.40963082
## HepatitisB 0.114897092 0.14035064 0.19993528
## Measles -0.053822046 -0.07196326 -0.06888122
## BMI 0.005739061 0.29837983 0.54204159
## under.fivedeaths 0.010478594 -0.10984742 -0.19226530
## Polio -0.016698803 0.20191667 0.32729440
## Totalexpenditure 0.059492777 0.19253779 0.17471764
## Diphtheria 0.029640586 0.20165411 0.34133123
## HIV.AIDS -0.123404990 -0.12955549 -0.59223629
## GDP 0.096421485 0.48480102 0.44132181
## Population 0.012566893 -0.03479019 -0.02230498
## thinness1.19years 0.019756611 -0.30800531 -0.45783819
## thinness5.9years 0.014122422 -0.30727858 -0.45750829
## Incomecompositionofresources 0.122891780 0.46361494 0.72108259
## Schooling 0.088731787 0.51254296 0.72763003
## AdultMortality infantdeaths Alcohol
## Year -0.037091782 0.008029128 -0.11336476
## Status -0.278172847 -0.108756919 0.60778179
## Lifeexpectancy -0.702523062 -0.169073804 0.40271832
## AdultMortality 1.000000000 0.042450237 -0.17553509
## infantdeaths 0.042450237 1.000000000 -0.10621692
## Alcohol -0.175535086 -0.106216917 1.00000000
## percentageexpenditure -0.237609890 -0.090764632 0.41704736
## HepatitisB -0.105225443 -0.231768937 0.10988939
## Measles -0.003966685 0.532679832 -0.05011023
## BMI -0.351542478 -0.234425154 0.35339621
## under.fivedeaths 0.060365026 0.996905622 -0.10108216
## Polio -0.199853000 -0.156928805 0.24031453
## Totalexpenditure -0.085226535 -0.146951117 0.21488509
## Diphtheria -0.191428759 -0.161871004 0.24295143
## HIV.AIDS 0.550690745 0.007711547 -0.02711264
## GDP -0.255034733 -0.098092020 0.44343279
## Population -0.015011838 0.671758310 -0.02888023
## thinness1.19years 0.272230044 0.463415256 -0.40375499
## thinness5.9years 0.286722882 0.461907925 -0.38620819
## Incomecompositionofresources -0.442203288 -0.134753863 0.56107433
## Schooling -0.421170523 -0.214371900 0.61697481
## percentageexpenditure HepatitisB Measles
## Year 0.06955347 0.11489709 -0.053822046
## Status 0.46168832 0.14035064 -0.071963263
## Lifeexpectancy 0.40963082 0.19993528 -0.068881222
## AdultMortality -0.23760989 -0.10522544 -0.003966685
## infantdeaths -0.09076463 -0.23176894 0.532679832
## Alcohol 0.41704736 0.10988939 -0.050110235
## percentageexpenditure 1.00000000 0.01676017 -0.063070789
## HepatitisB 0.01676017 1.00000000 -0.124799993
## Measles -0.06307079 -0.12479999 1.000000000
## BMI 0.24273824 0.14330179 -0.153245464
## under.fivedeaths -0.09215806 -0.24076603 0.517505563
## Polio 0.12862605 0.46333080 -0.057850133
## Totalexpenditure 0.18387236 0.11332668 -0.113582738
## Diphtheria 0.13481324 0.58898993 -0.058605907
## HIV.AIDS -0.09508499 -0.09480197 -0.003521854
## GDP 0.95929886 0.04184950 -0.064767590
## Population -0.01679214 -0.12972265 0.321946377
## thinness1.19years -0.25503460 -0.12940595 0.180641506
## thinness5.9years -0.25563544 -0.13325099 0.174946217
## Incomecompositionofresources 0.40216974 0.18492097 -0.058277256
## Schooling 0.42208845 0.21518159 -0.115660481
## BMI under.fivedeaths Polio
## Year 0.005739061 0.01047859 -0.01669880
## Status 0.298379832 -0.10984742 0.20191667
## Lifeexpectancy 0.542041588 -0.19226530 0.32729440
## AdultMortality -0.351542478 0.06036503 -0.19985300
## infantdeaths -0.234425154 0.99690562 -0.15692881
## Alcohol 0.353396205 -0.10108216 0.24031453
## percentageexpenditure 0.242738243 -0.09215806 0.12862605
## HepatitisB 0.143301786 -0.24076603 0.46333080
## Measles -0.153245464 0.51750556 -0.05785013
## BMI 1.000000000 -0.24213740 0.18626797
## under.fivedeaths -0.242137398 1.00000000 -0.17116419
## Polio 0.186267965 -0.17116419 1.00000000
## Totalexpenditure 0.189468964 -0.14580310 0.11976798
## Diphtheria 0.176294503 -0.17844819 0.60924547
## HIV.AIDS -0.210896746 0.01947593 -0.10788547
## GDP 0.266113973 -0.10033126 0.15680869
## Population -0.081415982 0.65867969 -0.04538657
## thinness1.19years -0.547017514 0.46478470 -0.16406959
## thinness5.9years -0.554093981 0.46228938 -0.17448925
## Incomecompositionofresources 0.510504831 -0.14809728 0.31468159
## Schooling 0.554843903 -0.22601262 0.35014660
## Totalexpenditure Diphtheria HIV.AIDS
## Year 0.05949278 0.02964059 -0.123404990
## Status 0.19253779 0.20165411 -0.129555493
## Lifeexpectancy 0.17471764 0.34133123 -0.592236293
## AdultMortality -0.08522653 -0.19142876 0.550690745
## infantdeaths -0.14695112 -0.16187100 0.007711547
## Alcohol 0.21488509 0.24295143 -0.027112636
## percentageexpenditure 0.18387236 0.13481324 -0.095084991
## HepatitisB 0.11332668 0.58898993 -0.094801971
## Measles -0.11358274 -0.05860591 -0.003521854
## BMI 0.18946896 0.17629450 -0.210896746
## under.fivedeaths -0.14580310 -0.17844819 0.019475927
## Polio 0.11976798 0.60924547 -0.107885468
## Totalexpenditure 1.00000000 0.12991481 0.043100657
## Diphtheria 0.12991481 1.00000000 -0.117601074
## HIV.AIDS 0.04310066 -0.11760107 1.000000000
## GDP 0.18037347 0.15843774 -0.108080600
## Population -0.07996224 -0.03989754 -0.027800562
## thinness1.19years -0.20987232 -0.18724165 0.172591767
## thinness5.9years -0.21786479 -0.18095238 0.183146727
## Incomecompositionofresources 0.18365319 0.34326177 -0.248589855
## Schooling 0.24378345 0.35039793 -0.211840201
## GDP Population thinness1.19years
## Year 0.09642148 0.012566893 0.01975661
## Status 0.48480102 -0.034790186 -0.30800531
## Lifeexpectancy 0.44132181 -0.022304978 -0.45783819
## AdultMortality -0.25503473 -0.015011838 0.27223004
## infantdeaths -0.09809202 0.671758310 0.46341526
## Alcohol 0.44343279 -0.028880232 -0.40375499
## percentageexpenditure 0.95929886 -0.016792141 -0.25503460
## HepatitisB 0.04184950 -0.129722655 -0.12940595
## Measles -0.06476759 0.321946377 0.18064151
## BMI 0.26611397 -0.081415982 -0.54701751
## under.fivedeaths -0.10033126 0.658679691 0.46478470
## Polio 0.15680869 -0.045386572 -0.16406959
## Totalexpenditure 0.18037347 -0.079962237 -0.20987232
## Diphtheria 0.15843774 -0.039897537 -0.18724165
## HIV.AIDS -0.10808060 -0.027800562 0.17259177
## GDP 1.00000000 -0.020368964 -0.27749835
## Population -0.02036896 1.000000000 0.28252928
## thinness1.19years -0.27749835 0.282529280 1.00000000
## thinness5.9years -0.27795855 0.277913374 0.92791344
## Incomecompositionofresources 0.44685551 -0.008132466 -0.45367885
## Schooling 0.46794697 -0.040312419 -0.49119921
## thinness5.9years Incomecompositionofresources
## Year 0.01412242 0.122891780
## Status -0.30727858 0.463614945
## Lifeexpectancy -0.45750829 0.721082593
## AdultMortality 0.28672288 -0.442203288
## infantdeaths 0.46190792 -0.134753863
## Alcohol -0.38620819 0.561074332
## percentageexpenditure -0.25563544 0.402169736
## HepatitisB -0.13325099 0.184920970
## Measles 0.17494622 -0.058277256
## BMI -0.55409398 0.510504831
## under.fivedeaths 0.46228938 -0.148097276
## Polio -0.17448925 0.314681594
## Totalexpenditure -0.21786479 0.183653190
## Diphtheria -0.18095238 0.343261772
## HIV.AIDS 0.18314673 -0.248589855
## GDP -0.27795855 0.446855511
## Population 0.27791337 -0.008132466
## thinness1.19years 0.92791344 -0.453678854
## thinness5.9years 1.00000000 -0.438483721
## Incomecompositionofresources -0.43848372 1.000000000
## Schooling -0.47248203 0.784740581
## Schooling
## Year 0.08873179
## Status 0.51254296
## Lifeexpectancy 0.72763003
## AdultMortality -0.42117052
## infantdeaths -0.21437190
## Alcohol 0.61697481
## percentageexpenditure 0.42208845
## HepatitisB 0.21518159
## Measles -0.11566048
## BMI 0.55484390
## under.fivedeaths -0.22601262
## Polio 0.35014660
## Totalexpenditure 0.24378345
## Diphtheria 0.35039793
## HIV.AIDS -0.21184020
## GDP 0.46794697
## Population -0.04031242
## thinness1.19years -0.49119921
## thinness5.9years -0.47248203
## Incomecompositionofresources 0.78474058
## Schooling 1.00000000ggcorr(New_data, label = TRUE, label_size = 1.5, label_color = "black", hjust = 0.75, size = 1.5, color = "black")
#The Correlation with life expectancy seems to be high with the Adult Mortality, BMI, HIV, Thinness1, Thinness2, Income and Schooling.
#Boxplot for Removing Outliers:
boxplot(New_data$AdultMortality, plot=FALSE)$out## [1] 491 566 652 693 699 679 647 453 522 518 513 527 566 592 633 654 675 666 648
## [20] 462 491 525 559 587 615 613 463 473 486 496 498 497 485 459 459 477 564 587
## [39] 568 536 485 523 487 526 554 464 527 587 632 717 723 715 686 665outliers <- boxplot(New_data$AdultMortality, plot=FALSE)$out
New_data1 <- New_data[-which(New_data$AdultMortality %in% outliers),]
boxplot(New_data$BMI, plot=FALSE)$out## numeric(0)boxplot(New_data$HIV.AIDS, plot=FALSE)$out## [1] 2.0 2.3 2.6 2.5 2.5 2.5 2.6 2.6 1.6 1.8 2.0 2.0 2.1 2.1 2.1
## [16] 2.1 2.3 2.8 4.4 5.5 6.2 9.0 12.7 13.4 14.4 20.6 28.4 31.9 34.6 37.2
## [31] 38.8 1.7 2.0 1.9 2.4 2.9 3.4 3.8 4.3 4.8 3.7 4.0 4.6 4.9 5.5
## [46] 6.3 6.7 7.0 7.2 7.4 4.5 5.1 5.1 5.8 6.6 7.3 2.9 3.1 3.6 3.9
## [61] 4.1 4.4 4.7 2.1 2.1 1.9 2.7 3.1 3.2 3.3 3.5 1.6 1.8 2.0 2.1
## [76] 2.3 2.4 2.5 2.5 4.4 1.6 1.8 1.9 1.9 1.7 2.0 2.4 2.8 2.8 3.7
## [91] 4.9 6.0 7.0 8.0 8.9 10.0 10.7 10.9 1.9 2.1 2.2 2.6 2.9 3.1 3.2
## [106] 3.4 3.5 1.9 2.0 2.2 2.3 2.3 2.4 3.4 4.5 5.3 5.7 5.9 6.0 1.9
## [121] 1.8 1.9 2.1 2.3 1.7 1.6 1.7 1.9 2.3 2.3 2.9 3.0 3.0 3.4 4.3
## [136] 5.0 6.4 9.1 10.3 11.6 13.2 14.5 15.7 9.4 9.6 9.0 10.5 13.4 18.2 27.3
## [151] 30.0 34.1 34.8 34.6 33.8 1.8 2.1 2.4 5.1 6.3 8.3 11.2 13.7 14.9 16.9
## [166] 19.3 21.1 22.4 23.4 24.2 24.7 1.6 1.6 1.6 1.6 1.7 1.8 1.9 2.0 2.2
## [181] 4.1 5.1 6.9 9.6 10.8 11.3 12.6 14.1 16.3 16.2 15.9 15.3 14.5 13.4 2.2
## [196] 2.5 3.7 4.7 6.2 3.9 3.9 4.4 4.7 4.8 4.9 5.0 5.2 5.3 5.4 2.3
## [211] 2.8 3.7 5.0 6.2 7.1 7.7 8.1 8.0 1.6 1.6 1.6 1.6 1.7 1.9 2.2
## [226] 3.7 4.5 7.6 8.5 11.0 19.0 23.5 26.4 28.1 29.5 29.7 28.9 26.6 24.0 21.3
## [241] 7.3 9.8 12.2 15.7 21.6 33.7 40.2 40.7 43.7 49.1 50.3 50.6 49.9 48.8 46.4
## [256] 1.7 2.6 3.8 4.3 4.8 2.0 3.2 4.0 4.6 6.8 8.0 8.1 8.2 8.4 8.6
## [271] 8.7 8.9 9.4 10.0 4.3 4.8 5.6 6.3 6.8 9.1 11.9 13.6 15.9 17.0 6.3
## [286] 6.8 8.8 13.3 15.7 18.1 20.5 23.7 26.8 30.3 33.6 36.7 39.8 42.1 43.5outliers <- boxplot(New_data1$HIV.AIDS, plot=FALSE)$out
New_data2 <- New_data1[-which(New_data1$HIV.AIDS %in% outliers),]
boxplot(New_data$thinness1.19years, plot=FALSE)$out## [1] 17.2 17.5 17.7 17.9 18.2 18.4 18.6 18.8 19.0 19.2 19.3 19.5 19.7 19.9 18.1
## [16] 18.3 18.5 18.7 18.9 19.1 19.3 19.5 19.7 19.9 15.7 15.9 16.1 16.3 16.6 16.8
## [31] 17.1 17.3 17.5 17.8 18.0 18.3 18.6 18.9 19.2 26.8 26.8 26.9 26.9 27.0 27.0
## [46] 27.0 27.1 27.1 27.2 27.2 15.9 16.1 16.3 16.5 16.7 16.9 17.0 17.2 17.4 17.6
## [61] 17.8 18.0 19.4 19.6 19.8 21.0 21.2 21.4 21.6 15.4 16.3 15.4 15.4 15.4 15.4
## [76] 15.4 15.4outliers <- boxplot(New_data2$thinness1.19years, plot=FALSE)$out
New_data3 <- New_data2[-which(New_data2$thinness1.19years %in% outliers),]
boxplot(New_data$thinness5.9years, plot=FALSE)$out## [1] 17.3 17.5 17.7 18.0 18.2 18.4 18.7 18.9 19.1 19.3 19.5 19.7 19.9 18.6 18.8
## [16] 19.0 19.2 19.4 19.7 19.9 16.2 16.5 16.7 17.0 17.3 17.5 17.8 18.1 18.3 18.6
## [31] 18.8 19.1 19.4 19.6 19.9 27.4 27.5 27.6 27.7 27.8 27.8 27.9 28.0 28.0 28.1
## [46] 28.2 16.3 16.5 16.7 16.9 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 19.8 21.1
## [61] 21.3 21.5 21.7 21.8 22.0 16.1 17.1 18.1 19.1 15.3 15.3 15.4 15.4 15.5 15.5
## [76] 15.5 15.5 15.5outliers <- boxplot(New_data3$thinness5.9years, plot=FALSE)$out
New_data4 <- New_data3[-which(New_data3$thinness5.9years %in% outliers),]
boxplot(New_data$Incomecompositionofresources, plot=FALSE)$out## [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [39] 0 0 0 0 0 0 0 0 0 0outliers <- boxplot(New_data4$Incomecompositionofresources, plot=FALSE)$out
New_data5 <- New_data4[-which(New_data4$Incomecompositionofresources %in% outliers),]
boxplot(New_data$Schooling, plot=FALSE)$out## [1] 20.4 20.3 20.1 19.8 20.3 20.3 20.7 20.6 20.1 20.5 4.7 4.5 4.7 4.4 4.5
## [16] 4.2outliers <- boxplot(New_data5$Schooling, plot=FALSE)$out
New_data6 <- New_data5[-which(New_data5$Schooling %in% outliers),]
boxplot(New_data$Lifeexpectancy, plot=FALSE)$out## [1] 48.2 48.1 46.4 46.0 46.7 47.8 47.8 46.2 45.3 44.5 44.8 45.5 48.5 47.1 46.0
## [16] 45.1 44.6 44.0 48.1 48.1 47.1 46.2 45.3 47.8 46.0 45.6 45.9 46.4 47.1 48.4
## [31] 48.2 46.6 45.4 44.6 44.3 44.5 44.8 45.3 46.0outliers <- boxplot(New_data6$Lifeexpectancy, plot=FALSE)$out
New_data7 <- New_data6[-which(New_data6$Lifeexpectancy %in% outliers),]
boxplot(New_data$AdultMortality ~ New_data$Status,outline=FALSE,col='steelblue',xlab='Status',ylab='Adult Mortality')
boxplot(New_data$Schooling ~ New_data$Status,outline=FALSE, col='steelblue',xlab='Status', ylab='Schooling')
boxplot(New_data$Incomecompositionofresources ~ New_data$Status, col='steelblue',outline=FALSE, xlab='Status', ylab='Income composition')
boxplot(New_data$HIV.AIDS ~ New_data$Status,outline=FALSE, col='steelblue',xlab='Status', ylab='HIV.AIDS')
boxplot(New_data$thinness1.19years ~ New_data$Status,outline=FALSE,col='steelblue',xlab='Status',ylab='Polio')
boxplot(New_data$BMI ~ New_data$Status,outline=FALSE, col='steelblue',xlab='Status',ylab='BMI')
boxplot(New_data$thinness5.9years ~ New_data$Status,outline=FALSE, col='steelblue',xlab='Status',ylab='HepatitisB')
boxplot(New_data$Lifeexpectancy ~ New_data$Status,outline=FALSE, col='steelblue',xlab='Status',ylab='Life Expectancy')
Final_data <- New_data7 %>%
select('Year','Population','Status','Lifeexpectancy','AdultMortality', 'BMI', 'HIV.AIDS', thinness1.19years,thinness5.9years,Incomecompositionofresources,Schooling)
dim(Final_data)## [1] 1037 11#It contained 1054 observations for 11 variables.
cor(Final_data)## Year Population Status
## Year 1.00000000 0.018702097 -0.06728582
## Population 0.01870210 1.000000000 -0.03885466
## Status -0.06728582 -0.038854655 1.00000000
## Lifeexpectancy 0.08480046 -0.044234756 0.45885598
## AdultMortality -0.05835920 0.064479638 -0.25191902
## BMI 0.03574635 -0.057635021 0.17234385
## HIV.AIDS 0.02198000 0.001499752 -0.21723528
## thinness1.19years -0.02011207 -0.012317256 -0.31591374
## thinness5.9years -0.02302956 -0.013933543 -0.30508251
## Incomecompositionofresources 0.09822295 -0.006830165 0.55221217
## Schooling 0.12839574 0.008149429 0.49801017
## Lifeexpectancy AdultMortality BMI
## Year 0.08480046 -0.05835920 0.03574635
## Population -0.04423476 0.06447964 -0.05763502
## Status 0.45885598 -0.25191902 0.17234385
## Lifeexpectancy 1.00000000 -0.52466499 0.27212151
## AdultMortality -0.52466499 1.00000000 -0.15860808
## BMI 0.27212151 -0.15860808 1.00000000
## HIV.AIDS -0.39015478 0.23749267 -0.20577969
## thinness1.19years -0.39292685 0.16089035 -0.36708311
## thinness5.9years -0.39879828 0.17521962 -0.36563895
## Incomecompositionofresources 0.76881099 -0.33018137 0.32184758
## Schooling 0.63911771 -0.25302448 0.31657502
## HIV.AIDS thinness1.19years thinness5.9years
## Year 0.021979996 -0.02011207 -0.02302956
## Population 0.001499752 -0.01231726 -0.01393354
## Status -0.217235283 -0.31591374 -0.30508251
## Lifeexpectancy -0.390154781 -0.39292685 -0.39879828
## AdultMortality 0.237492667 0.16089035 0.17521962
## BMI -0.205779692 -0.36708311 -0.36563895
## HIV.AIDS 1.000000000 0.26462455 0.26347185
## thinness1.19years 0.264624554 1.00000000 0.99725681
## thinness5.9years 0.263471853 0.99725681 1.00000000
## Incomecompositionofresources -0.410939879 -0.40466732 -0.39420437
## Schooling -0.339017111 -0.39583705 -0.38966798
## Incomecompositionofresources Schooling
## Year 0.098222948 0.128395737
## Population -0.006830165 0.008149429
## Status 0.552212166 0.498010171
## Lifeexpectancy 0.768810988 0.639117710
## AdultMortality -0.330181368 -0.253024480
## BMI 0.321847580 0.316575016
## HIV.AIDS -0.410939879 -0.339017111
## thinness1.19years -0.404667315 -0.395837055
## thinness5.9years -0.394204372 -0.389667981
## Incomecompositionofresources 1.000000000 0.888170490
## Schooling 0.888170490 1.000000000ggcorr(Final_data, label = TRUE, label_size = 1.5, label_color = "black", hjust = 0.75, size = 1.5, color = "black")
#we observe that the BMI has reduced coreelation to life expectancy and therefore #Visualizing the plots for the life expectancy based on various variables in developed and developing countries for population/1000 from years 2000-2015.
#Correlation analysis for Adult Mortality:
dataframe_1 <- Final_data %>%
select('Status', 'Lifeexpectancy', 'AdultMortality','Year', 'Population')
test1 <- ggplot(dataframe_1) + aes(AdultMortality,Lifeexpectancy, size = Population/1000)
test1 + geom_point(aes(colour=Year)) + facet_wrap( ~ Status)
#Correlation analysis for HIV.AIDS:
dataframe_3 <- Final_data %>%
select('Status', 'Lifeexpectancy', 'HIV.AIDS','Year', 'Population')
test3 <- ggplot(dataframe_3) + aes(x = HIV.AIDS,Lifeexpectancy, size = Population/1000)
test3 + geom_point(aes(colour=Year)) + facet_wrap( ~ Status)
#Correlation analysis for thinness1.19years:
dataframe_4 <- Final_data %>%
select('Status', 'Lifeexpectancy', 'thinness1.19years','Year', 'Population')
test4 <- ggplot(dataframe_4) + aes(x = thinness1.19years,Lifeexpectancy, size = Population/1000)
test4 + geom_point(aes(colour=Year)) + facet_wrap( ~ Status)
#Correlation analysis for thinness5.9years:
dataframe_5 <- New_data %>%
select('Status', 'Lifeexpectancy', 'thinness5.9years','Year', 'Population')
test5 <- ggplot(dataframe_5) + aes(x = thinness5.9years,Lifeexpectancy, size = Population/1000)
test5 + geom_point(aes(colour=Year)) + facet_wrap( ~ Status)
#Correlation analysis for Incomecompositionofresources:
dataframe_6 <- New_data %>%
select('Status', 'Lifeexpectancy', 'Incomecompositionofresources','Year', 'Population')
test6 <- ggplot(dataframe_6) + aes(x = Incomecompositionofresources,Lifeexpectancy, size = Population/1000)
test6 + geom_point(aes(colour=Year)) + facet_wrap( ~ Status)
#Correlation analysis for Schooling: 0.7
dataframe_7 <- New_data %>%
select('Status', 'Lifeexpectancy', 'Schooling','Year', 'Population')
test7 <- ggplot(dataframe_7) + aes(x = Schooling,Lifeexpectancy, size = Population/1000)
test7 + geom_point(aes(colour=Year)) + facet_wrap( ~ Status)
#CONFIDENCE INTERVAL FOR EACH FEATURE SELECTED:
CI(Final_data$Schooling, ci= 0.95)## upper mean lower
## 13.38630 13.25882 13.13135CI(Final_data$Incomecompositionofresources, ci= 0.95)## upper mean lower
## 0.7268580 0.7207676 0.7146772CI(Final_data$thinness5.9years, ci= 0.95)## upper mean lower
## 2.940974 2.812343 2.683713CI(Final_data$thinness1.19years, ci= 0.95)## upper mean lower
## 2.960875 2.831630 2.702385CI(Final_data$HIV.AIDS, ci= 0.95)## upper mean lower
## 0.1920436 0.1805207 0.1689979CI(Final_data$BMI, ci= 0.95)## upper mean lower
## 47.51871 46.43838 45.35805CI(Final_data$AdultMortality, ci= 0.95)## upper mean lower
## 126.3800 122.0183 117.6566#NORMALITY TESTING:
ggqqplot(Final_data$AdultMortality, col = "steelblue", title = "Adult Mortality") 
shapiro.test(Final_data$AdultMortality) #Not normally distributed. ##
## Shapiro-Wilk normality test
##
## data: Final_data$AdultMortality
## W = 0.96858, p-value = 3.467e-14ggqqplot(Final_data$HIV.AIDS, col = "steelblue", title = "HIV.AIDS") 
shapiro.test(Final_data$HIV.AIDS) #Not normally distributed. ##
## Shapiro-Wilk normality test
##
## data: Final_data$HIV.AIDS
## W = 0.49606, p-value < 2.2e-16ggqqplot(Final_data$thinness1.19years, col = "steelblue", title = "thinness.19years") 
shapiro.test(Final_data$thinness1.19years) #Not normally distributed.##
## Shapiro-Wilk normality test
##
## data: Final_data$thinness1.19years
## W = 0.88144, p-value < 2.2e-16ggqqplot(Final_data$thinness5.9years, col = "steelblue", title = "thinness.9years") 
shapiro.test(Final_data$thinness5.9years) #Not normally distributed.##
## Shapiro-Wilk normality test
##
## data: Final_data$thinness5.9years
## W = 0.88817, p-value < 2.2e-16ggqqplot(Final_data$Incomecompositionofresources, col = "steelblue", title = "Income composition") 
shapiro.test(Final_data$Incomecompositionofresources) #It is not normally distributed. ##
## Shapiro-Wilk normality test
##
## data: Final_data$Incomecompositionofresources
## W = 0.984, p-value = 3.04e-09ggqqplot(Final_data$Schooling, col = "steelblue", title = "Schooling") 
shapiro.test(Final_data$Schooling) #It is not normally distributed.##
## Shapiro-Wilk normality test
##
## data: Final_data$Schooling
## W = 0.99417, p-value = 0.0004631# Since the p-values for all the features are significantly lower than 0.05, we reject the null hypothesis. And, therefore, accept the alternate hypothesis that The features in the data are not normally distributed.
#not normally distributed so we perform a non-parametric test.
#The Kruskal–Wallis test:
#The Kruskal–Wallis test (1952) is a nonparametric approach to the one-way ANOVA. The procedure is used to compare three or more groups on a dependent variable that is measured on at least an ordinal level.
kruskal.test(Final_data$Lifeexpectancy ~ Final_data$AdultMortality, data = Final_data)##
## Kruskal-Wallis rank sum test
##
## data: Final_data$Lifeexpectancy by Final_data$AdultMortality
## Kruskal-Wallis chi-squared = 827.83, df = 211, p-value < 2.2e-16kruskal.test(Final_data$Lifeexpectancy ~ Final_data$HIV.AIDS, data = Final_data)##
## Kruskal-Wallis rank sum test
##
## data: Final_data$Lifeexpectancy by Final_data$HIV.AIDS
## Kruskal-Wallis chi-squared = 192.31, df = 11, p-value < 2.2e-16kruskal.test(Final_data$Lifeexpectancy ~ Final_data$thinness1.19years, data = Final_data)##
## Kruskal-Wallis rank sum test
##
## data: Final_data$Lifeexpectancy by Final_data$thinness1.19years
## Kruskal-Wallis chi-squared = 550.21, df = 90, p-value < 2.2e-16kruskal.test(Final_data$Lifeexpectancy ~ Final_data$thinness5.9years, data = Final_data)##
## Kruskal-Wallis rank sum test
##
## data: Final_data$Lifeexpectancy by Final_data$thinness5.9years
## Kruskal-Wallis chi-squared = 589.51, df = 87, p-value < 2.2e-16kruskal.test(Final_data$Lifeexpectancy ~ Final_data$Incomecompositionofresources, data = Final_data)##
## Kruskal-Wallis rank sum test
##
## data: Final_data$Lifeexpectancy by Final_data$Incomecompositionofresources
## Kruskal-Wallis chi-squared = 723.37, df = 374, p-value < 2.2e-16kruskal.test(Final_data$Lifeexpectancy ~ Final_data$Schooling, data = Final_data)##
## Kruskal-Wallis rank sum test
##
## data: Final_data$Lifeexpectancy by Final_data$Schooling
## Kruskal-Wallis chi-squared = 482.02, df = 106, p-value < 2.2e-16#As the p-value is less than the significance level 0.05, we can conclude that there are significant differences between life expectancy and teh features.Linear Regression:
#Hypothesis #H0-The factors do not affect the life expectancy #H1- The factors affect the life expectancy
#Backward Step-wise linear regression #linear regression for all the independent and dependent variables
#Life Expectancy Vs Adult Mortality
relation <- lm(Lifeexpectancy ~ AdultMortality, data=Final_data)
print(summary(relation))##
## Call:
## lm(formula = Lifeexpectancy ~ AdultMortality, data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -14.2892 -2.0549 0.3527 2.3078 9.8318
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 77.789359 0.246045 316.16 <2e-16 ***
## AdultMortality -0.034490 0.001739 -19.83 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 4.008 on 1035 degrees of freedom
## Multiple R-squared: 0.2753, Adjusted R-squared: 0.2746
## F-statistic: 393.1 on 1 and 1035 DF, p-value: < 2.2e-16plot(relation, main = "Life Expectancy Vs Adult Mortality")
#Life Expectancy Vs HIV.AIDS
relation2 <- lm(Lifeexpectancy ~ HIV.AIDS, data=Final_data)
print(summary(relation2))##
## Call:
## lm(formula = Lifeexpectancy ~ HIV.AIDS, data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -11.5627 -2.3919 -0.0919 2.8373 10.6373
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 75.3335 0.1861 404.73 <2e-16 ***
## HIV.AIDS -9.7082 0.7121 -13.63 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 4.335 on 1035 degrees of freedom
## Multiple R-squared: 0.1522, Adjusted R-squared: 0.1514
## F-statistic: 185.8 on 1 and 1035 DF, p-value: < 2.2e-16plot(relation2, main = "Life Expectancy Vs HIV.AIDS")
#Life Expectancy Vs thinness1.19years
relation3 <- lm(Lifeexpectancy ~ thinness1.19years, data=Final_data)
print(summary(relation3))##
## Call:
## lm(formula = Lifeexpectancy ~ thinness1.19years, data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -12.5161 -3.0418 0.3812 3.2428 9.9096
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 76.04929 0.22430 339.05 <2e-16 ***
## thinness1.19years -0.87168 0.06341 -13.75 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 4.329 on 1035 degrees of freedom
## Multiple R-squared: 0.1544, Adjusted R-squared: 0.1536
## F-statistic: 189 on 1 and 1035 DF, p-value: < 2.2e-16plot(relation3, main = "Life Expectancy Vs thinness1.19years")
#Life Expectancy Vs thinness5.9years
relation4 <- lm(Lifeexpectancy ~ thinness5.9years, data=Final_data)
print(summary(relation4))##
## Call:
## lm(formula = Lifeexpectancy ~ thinness5.9years, data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -12.5254 -3.0919 0.3858 3.2524 9.8968
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 76.08100 0.22339 340.58 <2e-16 ***
## thinness5.9years -0.88894 0.06354 -13.99 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 4.317 on 1035 degrees of freedom
## Multiple R-squared: 0.159, Adjusted R-squared: 0.1582
## F-statistic: 195.7 on 1 and 1035 DF, p-value: < 2.2e-16plot(relation4, main = "Life Expectancy Vs thinness5.9years")
#Life Expectancy Vs Income_composition
relation5 <- lm(Lifeexpectancy ~ Incomecompositionofresources, data=Final_data)
print(summary(relation5))##
## Call:
## lm(formula = Lifeexpectancy ~ Incomecompositionofresources, data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -9.569 -1.822 0.421 2.035 10.188
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 47.4937 0.6809 69.75 <2e-16 ***
## Incomecompositionofresources 36.1937 0.9358 38.68 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3.01 on 1035 degrees of freedom
## Multiple R-squared: 0.5911, Adjusted R-squared: 0.5907
## F-statistic: 1496 on 1 and 1035 DF, p-value: < 2.2e-16plot(relation5, main = "Life Expectancy Vs Income_composition")
#Life Expectancy Vs Schooling
relation6 <- lm(Lifeexpectancy ~ Schooling, data=Final_data)
print(summary(relation6))##
## Call:
## lm(formula = Lifeexpectancy ~ Schooling, data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -10.3527 -2.4215 0.3285 2.6661 9.5286
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 54.52103 0.72176 75.54 <2e-16 ***
## Schooling 1.43753 0.05377 26.73 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3.621 on 1035 degrees of freedom
## Multiple R-squared: 0.4085, Adjusted R-squared: 0.4079
## F-statistic: 714.7 on 1 and 1035 DF, p-value: < 2.2e-16plot(relation6, main = "Life Expectancy Vs Schooling")
#we finalize our dataset with the factors that we think are influencing life expectancy.
#define model with all predictors
all <- lm(Lifeexpectancy ~ Schooling+Incomecompositionofresources+thinness5.9years+thinness1.19years+HIV.AIDS+BMI+AdultMortality, data = Final_data)
summary(all)##
## Call:
## lm(formula = Lifeexpectancy ~ Schooling + Incomecompositionofresources +
## thinness5.9years + thinness1.19years + HIV.AIDS + BMI + AdultMortality,
## data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -9.1656 -1.5120 0.1726 1.4704 10.5087
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 54.166986 0.850676 63.675 < 2e-16 ***
## Schooling -0.440988 0.084728 -5.205 2.34e-07 ***
## Incomecompositionofresources 39.073365 1.886806 20.709 < 2e-16 ***
## thinness5.9years -4.066680 0.538109 -7.557 9.07e-14 ***
## thinness1.19years 3.838388 0.537304 7.144 1.72e-12 ***
## HIV.AIDS -0.877675 0.471487 -1.862 0.063 .
## BMI -0.003233 0.004969 -0.651 0.515
## AdultMortality -0.016598 0.001241 -13.376 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.571 on 1029 degrees of freedom
## Multiple R-squared: 0.7034, Adjusted R-squared: 0.7014
## F-statistic: 348.7 on 7 and 1029 DF, p-value: < 2.2e-16#Since the variables are correlated we use backward step-wise model:
#perform backward step-wise regression
backward <- step(all, direction='backward', scope=formula(all), trace=0)
summary(backward)##
## Call:
## lm(formula = Lifeexpectancy ~ Schooling + Incomecompositionofresources +
## thinness5.9years + thinness1.19years + HIV.AIDS + AdultMortality,
## data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -9.1917 -1.4865 0.1756 1.4534 10.5157
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 54.060047 0.834419 64.788 < 2e-16 ***
## Schooling -0.444126 0.084567 -5.252 1.83e-07 ***
## Incomecompositionofresources 39.031698 1.885192 20.704 < 2e-16 ***
## thinness5.9years -4.066069 0.537957 -7.558 9.00e-14 ***
## thinness1.19years 3.845084 0.537055 7.160 1.54e-12 ***
## HIV.AIDS -0.861314 0.470684 -1.830 0.0676 .
## AdultMortality -0.016558 0.001239 -13.364 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.57 on 1030 degrees of freedom
## Multiple R-squared: 0.7033, Adjusted R-squared: 0.7016
## F-statistic: 406.9 on 6 and 1030 DF, p-value: < 2.2e-16#view results of backward stepwise regression
backward$anova## Step Df Deviance Resid. Df Resid. Dev AIC
## 1 NA NA 1029 6802.586 1966.567
## 2 - BMI 1 2.799572 1030 6805.386 1964.994#view final model
backward$coefficients## (Intercept) Schooling
## 54.06004714 -0.44412593
## Incomecompositionofresources thinness5.9years
## 39.03169753 -4.06606858
## thinness1.19years HIV.AIDS
## 3.84508351 -0.86131381
## AdultMortality
## -0.01655839#plots for the final variables
plot(backward)
#Interpretation of the plots:
##Residual vs Fitted- There is a clear indication of non-linearity present in this plot. Furthermore, we see that the variance appears to be increasing first and then decreasing in fitted value.
##Normal QQ plot- The residuals appear non-normal.
##Scale-location plot - The residual variance seems to decrease and then increase through most of the plot. This is indicated by the ireegular sloping of the red line, which we can interpret as the standard deviation of the residuals at the given level of fitted value.
##Residuals vs Leverage- Some of the points appear to be outliers.
# Score Test for Heteroscedasticity
ols_test_score(backward)##
## Score Test for Heteroskedasticity
## ---------------------------------
## Ho: Variance is homogenous
## Ha: Variance is not homogenous
##
## Variables: fitted values of Lifeexpectancy
##
## Test Summary
## -------------------------------
## DF = 1
## Chi2 = 30.33226
## Prob > Chi2 = 3.640203e-08#p-value is less than the significance level 0.05. Hence, we may reject the null hypothesis and conclude that the variance is not homogeneous. i.e., Homoscedasticity
# Checking effect of Auto-correlation
durbinWatsonTest(backward)## lag Autocorrelation D-W Statistic p-value
## 1 0.6966398 0.6053515 0
## Alternative hypothesis: rho != 0#p-value (0) < 0.05 , Hence, we may reject the null hypothesis and conclude that there is autocorrelation between errors. i.e., Errors are correlated.
# Detecting Multicolinearity
vif(backward)## Schooling Incomecompositionofresources
## 4.907505 5.566931
## thinness5.9years thinness1.19years
## 202.205714 203.458149
## HIV.AIDS AdultMortality
## 1.242197 1.233429#Variance inflation factor for predictors are less than 5 (as a rule of thumb) , Hence there is no multicolinearity between predictors.
# Checking Normality of Errors
shapiro.test(backward$residuals)##
## Shapiro-Wilk normality test
##
## data: backward$residuals
## W = 0.98429, p-value = 3.958e-09#Normality does not hold since p-value < 0.05
# Plotting Histogram for Residuals
hist(backward$residuals)
# Fitting second order orthogonal polynomial model in two variables to avoid multicolinearity
pm1 <- lm(Lifeexpectancy ~ poly(Schooling,2)+poly(Incomecompositionofresources,2)+poly(thinness5.9years,2)+poly(HIV.AIDS,2)+poly(BMI,2)+poly(AdultMortality,2), data = Final_data)
summary(pm1)##
## Call:
## lm(formula = Lifeexpectancy ~ poly(Schooling, 2) + poly(Incomecompositionofresources,
## 2) + poly(thinness5.9years, 2) + poly(HIV.AIDS, 2) + poly(BMI,
## 2) + poly(AdultMortality, 2), data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -8.8630 -1.3324 0.0125 0.9956 7.5270
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 73.58100 0.06655 1105.600 < 2e-16
## poly(Schooling, 2)1 -10.76773 5.12437 -2.101 0.035861
## poly(Schooling, 2)2 -9.60100 3.44842 -2.784 0.005465
## poly(Incomecompositionofresources, 2)1 96.56475 5.30426 18.205 < 2e-16
## poly(Incomecompositionofresources, 2)2 19.83854 3.58096 5.540 3.85e-08
## poly(thinness5.9years, 2)1 -17.06190 2.68790 -6.348 3.28e-10
## poly(thinness5.9years, 2)2 19.70234 2.44618 8.054 2.21e-15
## poly(HIV.AIDS, 2)1 -4.74777 2.52956 -1.877 0.060813
## poly(HIV.AIDS, 2)2 -3.51173 2.25841 -1.555 0.120267
## poly(BMI, 2)1 1.55085 2.47916 0.626 0.531746
## poly(BMI, 2)2 -8.83242 2.64582 -3.338 0.000873
## poly(AdultMortality, 2)1 -42.52169 2.41022 -17.642 < 2e-16
## poly(AdultMortality, 2)2 -42.72619 2.26217 -18.887 < 2e-16
##
## (Intercept) ***
## poly(Schooling, 2)1 *
## poly(Schooling, 2)2 **
## poly(Incomecompositionofresources, 2)1 ***
## poly(Incomecompositionofresources, 2)2 ***
## poly(thinness5.9years, 2)1 ***
## poly(thinness5.9years, 2)2 ***
## poly(HIV.AIDS, 2)1 .
## poly(HIV.AIDS, 2)2
## poly(BMI, 2)1
## poly(BMI, 2)2 ***
## poly(AdultMortality, 2)1 ***
## poly(AdultMortality, 2)2 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.143 on 1024 degrees of freedom
## Multiple R-squared: 0.7949, Adjusted R-squared: 0.7925
## F-statistic: 330.8 on 12 and 1024 DF, p-value: < 2.2e-16#It is clear from the coefficients section of the above output that second order of Schooling, diphtheria, AdultMortality predictor and 1st and 2nd order of Polio, BMI predictor are not statistically significant (p-value > 0.05). Hence, we Don't include these in the model.
pm2 <- lm(Lifeexpectancy ~ Schooling+poly(Incomecompositionofresources,2)+poly(thinness5.9years,2)+poly(HIV.AIDS,2)+poly(AdultMortality,2), data = Final_data)
summary(pm2)##
## Call:
## lm(formula = Lifeexpectancy ~ Schooling + poly(Incomecompositionofresources,
## 2) + poly(thinness5.9years, 2) + poly(HIV.AIDS, 2) + poly(AdultMortality,
## 2), data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -8.9486 -1.3119 0.0397 1.0818 7.5806
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 77.02120 0.95610 80.558 < 2e-16
## Schooling -0.25946 0.07193 -3.607 0.000325
## poly(Incomecompositionofresources, 2)1 103.11545 5.06010 20.378 < 2e-16
## poly(Incomecompositionofresources, 2)2 12.08301 2.39570 5.044 5.40e-07
## poly(thinness5.9years, 2)1 -15.24581 2.46084 -6.195 8.40e-10
## poly(thinness5.9years, 2)2 18.44743 2.39012 7.718 2.79e-14
## poly(HIV.AIDS, 2)1 -2.67247 2.48822 -1.074 0.283053
## poly(HIV.AIDS, 2)2 -4.80212 2.23570 -2.148 0.031953
## poly(AdultMortality, 2)1 -41.96479 2.41679 -17.364 < 2e-16
## poly(AdultMortality, 2)2 -42.45087 2.27644 -18.648 < 2e-16
##
## (Intercept) ***
## Schooling ***
## poly(Incomecompositionofresources, 2)1 ***
## poly(Incomecompositionofresources, 2)2 ***
## poly(thinness5.9years, 2)1 ***
## poly(thinness5.9years, 2)2 ***
## poly(HIV.AIDS, 2)1
## poly(HIV.AIDS, 2)2 *
## poly(AdultMortality, 2)1 ***
## poly(AdultMortality, 2)2 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.16 on 1027 degrees of freedom
## Multiple R-squared: 0.7912, Adjusted R-squared: 0.7893
## F-statistic: 432.3 on 9 and 1027 DF, p-value: < 2.2e-16#H0 : The improvement in Adjusted R-squared is not statistically significant.
#H1 : The improvement in Adjusted R-squared is statistically significant.
# Performing ANOVA to test the above stated null hypothesis
anova(backward, pm2)## Analysis of Variance Table
##
## Model 1: Lifeexpectancy ~ Schooling + Incomecompositionofresources + thinness5.9years +
## thinness1.19years + HIV.AIDS + AdultMortality
## Model 2: Lifeexpectancy ~ Schooling + poly(Incomecompositionofresources,
## 2) + poly(thinness5.9years, 2) + poly(HIV.AIDS, 2) + poly(AdultMortality,
## 2)
## Res.Df RSS Df Sum of Sq F Pr(>F)
## 1 1030 6805.4
## 2 1027 4789.9 3 2015.5 144.04 < 2.2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1#Since this p-value is extremely less than 0.05, hence we have sufficient evidence from the data to reject the null hypothesis and accept the alternative.
#That's why the improvement in Adjusted R-squared is statistically significant.
#Hence, Adopt the second order orthogonal polynomial model at this stage.
# Fitting third order (orthogonal) polynomial model in two variables to avoid multicolinearity
pm3 <- lm(Lifeexpectancy ~ poly(Schooling,3)+poly(Incomecompositionofresources,3)+poly(thinness5.9years,3)+poly(HIV.AIDS,3)+poly(AdultMortality,3), data = Final_data)
summary(pm3)##
## Call:
## lm(formula = Lifeexpectancy ~ poly(Schooling, 3) + poly(Incomecompositionofresources,
## 3) + poly(thinness5.9years, 3) + poly(HIV.AIDS, 3) + poly(AdultMortality,
## 3), data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -8.9085 -1.3092 -0.0103 1.0417 7.5020
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 73.58100 0.06602 1114.554 < 2e-16
## poly(Schooling, 3)1 -10.66410 5.03147 -2.119 0.034291
## poly(Schooling, 3)2 -9.43056 3.47268 -2.716 0.006726
## poly(Schooling, 3)3 3.47305 2.66970 1.301 0.193580
## poly(Incomecompositionofresources, 3)1 92.28483 5.46299 16.893 < 2e-16
## poly(Incomecompositionofresources, 3)2 19.51285 3.69963 5.274 1.63e-07
## poly(Incomecompositionofresources, 3)3 7.01697 2.64218 2.656 0.008036
## poly(thinness5.9years, 3)1 -14.33526 2.45400 -5.842 6.95e-09
## poly(thinness5.9years, 3)2 15.95098 2.39764 6.653 4.68e-11
## poly(thinness5.9years, 3)3 2.21084 2.26286 0.977 0.328795
## poly(HIV.AIDS, 3)1 -4.44110 2.52688 -1.758 0.079125
## poly(HIV.AIDS, 3)2 -3.11624 2.26589 -1.375 0.169345
## poly(HIV.AIDS, 3)3 -3.17323 2.16293 -1.467 0.142658
## poly(AdultMortality, 3)1 -43.28209 2.46337 -17.570 < 2e-16
## poly(AdultMortality, 3)2 -42.76715 2.25779 -18.942 < 2e-16
## poly(AdultMortality, 3)3 8.67752 2.36143 3.675 0.000251
##
## (Intercept) ***
## poly(Schooling, 3)1 *
## poly(Schooling, 3)2 **
## poly(Schooling, 3)3
## poly(Incomecompositionofresources, 3)1 ***
## poly(Incomecompositionofresources, 3)2 ***
## poly(Incomecompositionofresources, 3)3 **
## poly(thinness5.9years, 3)1 ***
## poly(thinness5.9years, 3)2 ***
## poly(thinness5.9years, 3)3
## poly(HIV.AIDS, 3)1 .
## poly(HIV.AIDS, 3)2
## poly(HIV.AIDS, 3)3
## poly(AdultMortality, 3)1 ***
## poly(AdultMortality, 3)2 ***
## poly(AdultMortality, 3)3 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.126 on 1021 degrees of freedom
## Multiple R-squared: 0.7988, Adjusted R-squared: 0.7959
## F-statistic: 270.3 on 15 and 1021 DF, p-value: < 2.2e-16pm4 <- lm(Lifeexpectancy ~poly(Incomecompositionofresources,3)+poly(thinness5.9years,3)+poly(HIV.AIDS,2)+AdultMortality, data = Final_data)
summary(pm4)##
## Call:
## lm(formula = Lifeexpectancy ~ poly(Incomecompositionofresources,
## 3) + poly(thinness5.9years, 3) + poly(HIV.AIDS, 2) + AdultMortality,
## data = Final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -8.9536 -1.5520 0.2457 1.5245 8.0935
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 75.603941 0.168466 448.778 < 2e-16
## poly(Incomecompositionofresources, 3)1 90.628893 3.086413 29.364 < 2e-16
## poly(Incomecompositionofresources, 3)2 6.647304 2.792866 2.380 0.017490
## poly(Incomecompositionofresources, 3)3 11.445059 2.584394 4.429 1.05e-05
## poly(thinness5.9years, 3)1 -13.743060 2.851968 -4.819 1.66e-06
## poly(thinness5.9years, 3)2 23.245814 2.738874 8.487 < 2e-16
## poly(thinness5.9years, 3)3 1.732542 2.635546 0.657 0.511087
## poly(HIV.AIDS, 2)1 -10.734925 2.895650 -3.707 0.000221
## poly(HIV.AIDS, 2)2 -0.591045 2.634889 -0.224 0.822557
## AdultMortality -0.016579 0.001223 -13.551 < 2e-16
##
## (Intercept) ***
## poly(Incomecompositionofresources, 3)1 ***
## poly(Incomecompositionofresources, 3)2 *
## poly(Incomecompositionofresources, 3)3 ***
## poly(thinness5.9years, 3)1 ***
## poly(thinness5.9years, 3)2 ***
## poly(thinness5.9years, 3)3
## poly(HIV.AIDS, 2)1 ***
## poly(HIV.AIDS, 2)2
## AdultMortality ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.514 on 1027 degrees of freedom
## Multiple R-squared: 0.717, Adjusted R-squared: 0.7145
## F-statistic: 289.1 on 9 and 1027 DF, p-value: < 2.2e-16#Created model is statistically significant since p-value <<< 0.05
#From the coefficients section, it is clear that all coefficients are statistically significant since p-value <<< 0.05
#This third order orthogonal polynomial model after removing Schooling,third order of HIV>AIDS, second and third order of Diphtheria,second and third order of AdultMortality predictors explains 88.42% variability of target (Lifeexpectancy) that is a better indication with respect to the second order orthogonal polynomial regression model.
#Residual standard error for the model is 2.994
#H0 : The improvement in Adjusted R-squared is not statistically significant.
#H1 : The improvement in Adjusted R-squared is statistically significant.
anova(pm2, pm4)## Analysis of Variance Table
##
## Model 1: Lifeexpectancy ~ Schooling + poly(Incomecompositionofresources,
## 2) + poly(thinness5.9years, 2) + poly(HIV.AIDS, 2) + poly(AdultMortality,
## 2)
## Model 2: Lifeexpectancy ~ poly(Incomecompositionofresources, 3) + poly(thinness5.9years,
## 3) + poly(HIV.AIDS, 2) + AdultMortality
## Res.Df RSS Df Sum of Sq F Pr(>F)
## 1 1027 4789.9
## 2 1027 6492.1 0 -1702.2#Since this value is extremely less than 0.05, hence we have sufficient evidence from the data to reject the null hypothesis and accept the alternative.
#That's why the improvement in Adjusted R-squared is statistically significant.
#Hence, Adopt the third order orthogonal polynomial model.#Predictive Analysis: #Let us take an example of time analysis series which is a method of predictive analysis in R programming:
## prediction using decision tree classifier
tree<-rpart(Lifeexpectancy~Incomecompositionofresources ,data=Final_data)
validate<-data.frame(Incomecompositionofresources=c(0.46))
result<-predict(tree,validate)
print(result)## 1
## 65.55902rpart.plot(tree,box.palette="RdBu", shadow.col="gray", nn=TRUE)
tree1<-rpart(Lifeexpectancy~Schooling ,data=Final_data)
validate1<-data.frame(Schooling=c(0.46))
result1<-predict(tree1,validate1)
print(result)## 1
## 65.55902rpart.plot(tree1,box.palette="RdBu", shadow.col="gray", nn=TRUE)
predict_data <- Final_data %>%
select('Year','Lifeexpectancy')
# Convert as time series
airTS = ts(predict_data)
# Plot multivariate ts
plot(airTS[,1:2])
# Run auto.arima on a single ts
arima_fit = auto.arima(airTS[,2])
#
# Forecast for the next 15 time units
arima_forecast = forecast(arima_fit, h = 15)
# Plot forecasts
plot(arima_forecast, col = "grey")